{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 確率ロボティクス2017第9回-2\n", "\n", "上田隆一\n", "\n", "2017年11月15日@千葉工業大学" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Q学習\n", "\n", "* 方策オフ型TD学習\n", "* 次の式を使う\n", " * $Q(s,a) \\longleftarrow (1-\\alpha )Q(s,a) + \\alpha [r + \\gamma \\max_{a'} Q(s',a')]$\n", "* $\\epsilon$-グリーディ方策を使っても非グリーディな行動が価値関数に影響を与えない\n", "\n", "## Q学習の実装\n", "\n", "09.ipynbをコピーしてsarsaの関数のところから書き換えます。\n", "\n", "### エージェントの定義" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "class Agent:\n", " def __init__(self):\n", " self.actions = [\"up\",\"down\",\"left\",\"right\"]\n", " self.pos = (0,0)\n", " \n", "agent = Agent()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 状態の定義" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "size = 3\n", "\n", "class State:\n", " def __init__(self,actions):\n", " self.Q = {}\n", " for a in actions:\n", " self.Q[a] = 0.0\n", " self.best_action = \"up\"\n", " self.goal = False\n", " \n", " def set_goal(self,actions):\n", " for a in actions:\n", " self.Q[a] =0.0\n", " self.goal = True\n", " \n", "states = [[State(agent.actions) for i in range(size)] for j in range(size)]\n", "states[2][2].set_goal(agent.actions)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 描画" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt \n", "import matplotlib.patches as patches\n", "\n", "def draw(mark_pos):\n", " fig, ax = plt.subplots()\n", " values = [[states[i][j].Q[states[i][j].best_action] for j in range(size)] for i in range(size)]\n", " mp = ax.pcolor(values, cmap=plt.cm.YlOrRd,vmin=0,vmax=8)\n", " ax.set_aspect(1)\n", " ax.set_xticks(range(size), minor=False)\n", " ax.set_yticks(range(size), minor=False)\n", " \n", " for x in range(len(values)):\n", " for y in range(len(values[0])):\n", " s = states[x][y]\n", " plt.text(x+0.5,y+0.5,int(1000*s.Q[s.best_action])/1000,ha = 'center', va = 'center', size=20)\n", " if states[x][y].goal:\n", " plt.text(x+0.75,y+0.75,\"G\",ha = 'center', va = 'center', size=20)\n", " \n", " plt.text(agent.pos[0]+0.5,agent.pos[1]+0.25,\"agent\",ha = 'center', va = 'center', size=20)\n", " \n", " if mark_pos == \"all\": # 指定した位置にactionの文字列を書くという処理\n", " for x in range(size):\n", " for y in range(size):\n", " if states[x][y].goal: continue\n", " plt.text(x+0.5,y+0.25,states[x][y].best_action,ha = 'center', va = 'center', size=20)\n", " elif mark_pos != None: \n", " s = states[mark_pos[0]][mark_pos[1]]\n", " plt.text(mark_pos[0]+0.5,mark_pos[1]+0.25,s.best_action,ha = 'center', va = 'center', size=20)\n", " \n", " plt.show()\n", " fig.clear()\n", " \n", "draw(None)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 状態遷移の実装" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "import random\n", "\n", "def state_transition(s_pos,a):\n", " ###確率10%で元のまま ###\n", " if random.uniform(0,1) < 0.1:\n", " return s_pos\n", " \n", " x,y = s_pos\n", " if a == \"up\": y += 1\n", " elif a == \"down\": y -= 1\n", " elif a == \"right\": x += 1\n", " elif a == \"left\": x -= 1\n", " \n", " if x < 0: x = 0\n", " elif x >= size: x = size-1\n", " if y < 0: y = 0\n", " elif y >= size: y = size-1\n", " \n", " return (x,y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 方策($\\epsilon$-greedy)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def e_greedy(s):\n", " best_a = None\n", " best_q = 1000000000\n", " for a in s.Q:\n", " if best_q > s.Q[a]:\n", " best_q = s.Q[a]\n", " best_a = a\n", " s.best_action = best_a\n", " \n", " if random.uniform(0,1) < 0.1: #10%でランダムに\n", " return random.choice(agent.actions)\n", " else:\n", " return best_a" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Q学習の1ステップの処理\n", "\n", "ここからsarsaと少し違います。" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 2) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:down s':(1, 1)\n", "----\n", "s:(1, 1) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:left s':(0, 2)\n", "----\n", "s:(0, 2) a:up s':(0, 2)\n", "----\n", "s:(0, 2) a:up s':(0, 2)\n", "----\n", "s:(0, 2) a:down s':(0, 1)\n", "----\n", "s:(0, 1) a:up s':(0, 2)\n", "----\n", "s:(0, 2) a:left s':(0, 2)\n", "----\n", "s:(0, 2) a:left s':(0, 2)\n", "----\n", "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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MfmmsQV9GclS1jxs65EGDz3m1Sus5suoZXAhRMylwITRMClwIDZNdVS1BdlUV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\nTkSuQmCC\n", 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s':(0, 2)\n", "----\n", "s:(0, 2) a:down s':(0, 1)\n", "----\n", "s:(0, 1) a:right s':(1, 1)\n", "----\n", "s:(1, 1) a:right s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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s':(2, 1)\n", "----\n", "s:(2, 1) a:right s':(2, 1)\n", "----\n", "s:(2, 1) a:right s':(2, 1)\n", "----\n", "s:(2, 1) a:right s':(2, 1)\n", "----\n", "s:(2, 1) a:down s':(2, 0)\n", "----\n", "s:(2, 0) a:up s':(2, 0)\n", "----\n", "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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kU1EhPj4oEAiEwAUCbUYIXCDQYoq1wO2dF2LvvFDTZrw3hEfGIZm5MWz8qreqJy0tnTkL\ndlLV6StKWQ1HMnNjz0Hf/A8UFDuKtcAFmuGX3w/z/c97qGBlwlcTujLnm97UqFpBbQ8QwUvs7Hpg\nZ9ejyOrXiu2iAvVy4KgfBgalOb5rusIagvDINw+rJdAMogUXKBFz/xHmpgZKC4QE7x8aF7hMJmPF\nBh/qtP+VMlVnYtNkPhNm7SXxyXOV5VNT01n4+ynqdVyCfrVZGNeaQ6u+K9m2/5pCueSUVEo5zsC1\n958K6c+ep1Gm6kx0Kk9n407FhTZ/bjyPTuXprNv68rOvbQesQqfydNLTM5i/wpNqrX6mdJUZVG62\ngGnzD+e5rbS48PRpKguW7KNBqxno24zEoNIoWnSay+ad5xTKDRu/CsnMjTsRcUREPUQyc0Myc8Ou\n/lTcF+7CvsGXAPy92SsnTzJzY8N/ZzRxWWzYsJ++fb/GwaEnZcq4YGTUGheXEWzadEhl+UuXbtCp\n03gMDVthZNSaDh3Gce7cNdzdVyFJTpw6pTzPEBgYzrBh7lSq1I2SJZtjadmJwYNncPt2uFLZYcPc\nkSQnwsNjWLVqJ3XrDqR0aWcsLTsxZsyPCrvPTp3yRZKciIi4R0TEPSTJKedv2DB3dblI8130Ke77\n+W29D9YWhoz+pCklSuiw79gtLl6N4sWLDEqWfLl76cWLdDq7reX0+TvUqFKecZ+14OmzF+w8FMCg\n8f/hdzOG+dM6A/KIqk3r23DBL4qk5FQMDeQRVr0vhZOaKhelh3cIbn0b5dTv4RUCQHuXKkp2Dpm4\nhbMXw+ncthpGBqU57Hmbn1eeJi4+mXW/9C8y/7wtjxNTaNdzAVevRdCovh0jhrQmMzOTox7XGTz6\nD24ERvPDDLn9vbo2xq5SeZaulEdlmTJWHjnVxLgsDera8jjxKctWHaV+ncr06to45xwN6mpmP/wX\nXyykdm0HWrVqiLV1OeLjEzl0yBs3t9ncvh3BvHkvw0KfOXOFTp0mkJGRQZ8+7XB0tOH69RDath1L\nu3aq14scOeJDnz5fk5aWTo8erahSxYbo6Fh27fLk4EEvPD1Xqfyu2DffLOfo0XP06NGKTp2a4+np\ny5o1uwkJicLDYyUAdnYVmDNnNEuXbgZgypRPco5v0KC62nykUYH7+Ebw23ofHG3NubB/PGYmZQH4\n8euPaDdoDfdik7C1ebku+JfVZzl9/g5d2lZn79qhOVsX50zpQLOPV7Dw91N0b18TZyf5DdfWxRFv\n3wjOXLiTs4b8pHcouro6tG5mz0nv0Jy6MzMz8TwXhkNlM2xf20kGEBqRQMDJqS9t/OYjGny0jH92\nXmH+tM4Km1OKE1O+28TVaxEsch/IN5O656Q/f/6CXp8uZf6v++n3cVMa1LWlVzcnenVzYsPmswC4\nT++jUJdd5XIsW3WUBnUrK+VpgoCArUrrvbM/2btw4QbGju1LxYoWZGZmMnLkPFJTX3Do0DK6dHm5\nzXflyh188YXym5pHj57wySczKFu2NGfOrKFWrZehvwICQmjefDijRs3jypV/lY49f/46169vpXJl\nKwDS09Np1+4LPD19uXgxgKZN62BnVwF398/ZsOEAAO7un6vFJ6+j0S76+m3yLtF3E9vmCAegdOkS\nzJ+mHHd7/TZfJEnil1ndFPYlW5QzYOYkeVD9v7ZczEnPbolPeofkpHl4h9C4bkV6d6lD9L1EgsLk\nE0d+N+6R8Pgp7VS03gALv+2sYKN+2ZIM7tWAzEwZvtc0Hz1TFfEJSWza5oNTQ3sFcQOULl2SRe4D\nkclk/LfDR0MWvh2qNnOULFmC8eP7k56ewcmT8nvBx+caISFRtG3rpCBugDFj+qjct/3PPwd5/DiJ\nuXM/VxA3QJ06VRg9uhdXr97m5k3lXXSzZ4/OETeAnp4ew4fLZ8ovXrxR+At9CzTagl8NkMdLa91M\nOSi+axM7hf3HScmphITHU9HKiBpVlDcutHN2BOSbWLJp0agyZUqXwCNL4IlPnnMlIIavx7bKKX/S\nO5RqDuXx8JG35u1cHFXa6lRP+WaqVMEYgEeJeYfZ1RSXrtwhIyMTSZJwX7hLKT8tXR7//VbQm31Q\nQdNERt5n0aK/OXnyIpGR93n2TDGgxN278of31auBALi6NlCqQ0dHB2fn+krBG86dk8/p+PsH4+6u\n/Fowu/ytW3eUHgBOTspr6StVkm8+efTo3cZp06jAE5PkE2mW5ZW7t3p6upQzK6tU1tpC9W4f66wu\n8uNXJudKltTDtYkdJ7xCiItPxudyBBkZmbR3qULNqhZYWxji4RXCF27N8fAOQZKkHOG/jqqoqdmh\ngzNeCx5QXIjPupkuXQnj0hXlliab5BTNRlp5E8LComna9DMePUqiZcsGdOrUHGNjA3R1dQgPv8ff\nfx8gNVUeKyB7csvSUvVuP1Xp8fGJAKxZsztPO5KTlR/uqkI1Zfc4MzIylPKKEo0K3NhQHjbpQVwS\nDrbmCnnp6Rk8THiKjbWRQtn7caqfgPdikxTKZdPW2ZHjZ4M56R2Kj28EpUvp4ZI1Rm/n4shhzyBS\nU9M5ezGc2tUssCinOlLm+4ixkfwBOfWLzvz64xANW6Nefv31X+LjE1m/fg7DhikuFNm8+Qh//30g\n57eRkfz/9MGDBJV1qUrPjrvm77+ZevWqqsvsd45Gx+AN61QA4PSFO0p5XpfCych42TIaGpTC0dac\nu/efEHznoVJ5z3OhCnVm0941qyvuFYKnTyjOjW0pXboEAO1cqpDw+Cl/bjxPytMXuY6/31eaNnJA\nR0fi7Hn1BDvM/rhDRob6txgXlpAQ+bxH377tlPJOn1Z8/dmwoXxW2svLT6lsZmYmPj7+SunZYZvO\nnr361rbmha6ujsJ9rm40KvBh/eWvWub/5knC45cfIHj+PI3vFh1VKj98oBMymYxvfjyk4JSHCSn8\nsNwDgBEDmigc06hORYyNSrPv+E1uBD2gnetLEWd3xxf+cUrht7ZgUd6YIf2d8b16h3k/71F5I4Xe\necCdCNURZF/H1EQfSZKIjFZ+wL5r7OysATh16rJC+tGj5/jrr70KaS4u9XF0tMHT05fDh70V8lav\n3qUyeOLw4T0wMTFk7tw1XLwYoJSfmZmp8r15YTE3NyYu7hHPnqle9/G2aLSL7tLEjgnDnFmxwYe6\nHZbQt2vdnPfgpsZlcsbV2Xw1piVHPG+z99hNGny0jC5tq/P0eRo7Dl4n9mEyX49tjWtWyKdsdHV1\naNPcgb3HbgLQ/pVJNFsbUxxtzQmNiJe/OnvtKyjawIpFnxEc+oDZC3aycZs3rs2qYWlhRMz9x9wK\niuHSlTA2rxmHfQECIhoYlKZZY0fOngtiyJg/qOZoha6uDh93aUS92u82gui4cf1Zv34//ftPp1+/\n9lSoUI6AgFCOHDnHgAEd2Lr1eE5ZHR0d/vprJp07T+Ljj7+kb1/5e/Br10I4fvwCXbo4c/iwj0Lc\nOXNzE3bsWETv3l/TvPlw2rdvQu3ajkgSREU94Ny568THJ/L8+du9gWjfvimXLt2kc+dJtGrVkFKl\nSlC/fjV69FDPBxw1vtBl2dweVHMoxx//nGP1fxcwNylLr861mf9NZxp0XqpQtmRJPY79O5Jf//Ji\n8x4/VmzwQU9Ph/o1rVkypzuf9FSeJQX5WHvvsZsYGZZSmg1v5+JIaEQ8jevKW3ptw8ioDKcPzGD1\n3578t8OHnfsv8Tw1DcvyxlR1tGTJj0Po2LZOgevbuHIsU2ds4sjJ62zeeR6ZTIZNBbN3LvB69ari\n6bmSmTP/5OBBL9LTM6hfvyq7dv2MiYmBgsAB2rRx4vTp1cyc+QcHD8pb8WbN6uDpuZJ//z0MgJGR\n4tda2rdvyrVrm1m8eCNHj57n7Fk/SpYsQYUK5WjXzom+fd/+e+czZ47k8eMk9u8/i7e3PxkZGXz2\nWXe1CVyEbNIAImRTPrzjkE0uLiO4cOEGiYmnFCKqFmdEyCaB4BWePn2u8lthGzbsx8fnGp06NXtv\nxF0YNN5FFwjeBZGR92nYcAgdOzalSpVKpKdncPXqbby8/DAxMeSXX6Zq2sQiQQhc8EFgaWnGkCGd\nOX36Cp6el0lNfYGVlTnDh/dgxoyRRRrDXJMIgQs+CExNjfjrr1maNuOdI8bgAoEWIwQuEGgxQuAC\ngRaTr8AlSaokSZKnJEk3JUm6IUnS5HdhmEAgeHsKMsmWDvxPJpNdkSTJELgsSdJxmUx2s4htEwgE\nb0m+LbhMJrsnk8muZP07CbgFiKVYAsF7QKHG4JIk2QENgQtFYYxAIFAvBX4PLkmSAbATmCKTyZ6o\nyB8DjAGobGOGVLJ4BiEsFkhibjNP4op2D/aHRIHuNEmSSiAX978ymUw5uBcgk8lWy2QyJ5lM5lTe\nTHuioggE7zMFmUWXgLXALZlM9mvRmyQQCNRFQVpwF8ANaCdJkl/WX9citksgEKiBfMfgMpnMC5De\ngS0CgUDNiNkegUCLEQIXCLQYIXCBQIsRAhcItBghcIFAixECFwi0GCFwgUCLEQIXCLQYIXCBQIsR\nAhcItBghcIFAixECFwi0GCFwgUCLEQIXCLQYIXCBQIsRAhcItBghcIFAixECFwi0GCFwgUCLEQIX\nCLQYIXCBQIsRAhcItBghcIFAiynwt8nUzY79Vzh9LgS/G9H437hLUvJzhvRtwqbfhxWqnmnz9uDr\nH0FQWCwPE1IoU7oEtjZm9OpcjwkjWmP+2meU0tIy+GPDGfwCorkaEMXNoPukpWWw5pfBjBriovIc\n3hdD2XvkGp7eQYRHJfAk+TkVLI1p37I60yd2pIq9xZu6IV+i78Yze8FOjpz0Jz4hGWtLE3p1c2LO\ntD6YmugXuB6vc7f5+bcD+AdEcj82EYtyRtSpacOkzz+ic4f6CmXdF+5k7iKVX6jKwcHOgtCrS3J+\nn/K6SdseP+ZaftrkHix0H1RgewtDdEwCsxft44hHAPGPUrC2NKZXlwbM+apHoXy0c/9lflvrwdXr\nUbxIS8fBthyf9mvO/77oRMmSilKJupvAgmWHuXwtgoioeB4lPsXcVB9Hu/KMGOzKp/2aUaKE4jF2\njacTERWfpw3fT+vJrP91L/jF54PGBP7D0iP437iLgX4pbCqYEBj8/I3qWbLag0Z1K9GxVQ0syhmS\n8vQF5y/fwX3xIVZv8ub8wa+pVNE0p3zK01SmzNoBgGV5Q6wsjIi6+yjPc/QduYa4+GScmzgwpG8T\n9HR1OHf5Dmv/82HLHl+Ob5tICyeHN7I/L0LvPMD5I3di457Qs2tjalStwMUroSxbeYQjJ/3xPjIH\nc7P8P/L459oTjPtqPfr6pejdzQmbCmZExySw64Avh0/488OM/sz4qldO+TauNYE+Kuvaf+QKV/zD\n6fLaQyGb1i41s45XxLV59YJddCEJvROLc7eFxD5MomfnBtSoasXFq3dYtvokRzxu4H1gmtJDXhXf\n/biLBcsOY6Bfir7dG2Fmos/ZC8F89+NuTp4J5PCWSQqCDQ2P49+dF2jWyJ5eXRpgZqpPfEIKhz0C\nGDF5Axu3n+PYtqno6enmHDNlTAceJz5VOrdMJmP+ssOkp2fQpX0d9TgmC40JfMncfthUMKGKfXlO\n+wTTtu+yN6rnSfAvlC5dQil9xoJ9zF92lAXLj/LHopctR9kyJTn07zga1LHB2tIY958PMveXQ3me\nY+qYdrj1b0oFKxOF9PnLjjBjwX7GfLWZ66dmvJH9eTHuq/XExj1h+aKhTBzzUU76lzM2seSPw8yY\nt42VS0bmWUdaWjrffr+V0qVLcNnzB6pXrZCT993tuzRsPYMff93LVxO7UaqU3I9tXGvRxrWWUl0Z\nGZms3XgKgDGftVN5vjauNXGf3rewl/rGjJv2L7EPk1g+fxATR7XPSf9y1laWrDrBjPm7WbnYLc86\nrlyLYMGyw5gYl+Xy8Zk42JUH5MIb982/rPz7NL/95cGXX3TKOca5iSOPgpeio6M4yk1LS6fTgKV4\net1m18ErDOjZJCdvyucdVJ7/qEcA6ekZNKxbGacGdoV1QZ5obAze1rUaVR0skH/b8M1RJW6AAR83\nAiD4TpxCesmSenRpXxtrS+MCn2PaxE5K4gaYNqETZcqUICAwhviE5EJYnT+hdx5wzOM6dpXLM35U\nR4W8udP7oq9fio3bvElJybvnk/AohcQnT6nmaK0gboCa1StSzdGKZ89ekJxPPQCHjvkRHZNA8yZV\nqFencuEvSs2E3onl2Kmb2FWwnb7bAAAgAElEQVQ2Z/yItgp5c6f1RL9sKTbuOE9KSmqe9ew55AfA\nqCGuOeIGkCSJ+TN6A/D7ulMKx5QsqackboASJfTo1aUBAMFhsQW6jtUbzwLw+dBWBSpfGLR2km3/\nsesA1KtZIZ+Sb44kgZ6uvAumq6teV3qevQlAp7Z1lW4kQ8MyuDSrxtOnqZz3DcmzHovyRpQvZ0RQ\n6D2CQ+8r5AWF3CM47D4N6toWqKu/+m8PIPfWGyAk7AErVh9j/i97WbfplNI51Ymn920AOrWurewj\ng9K4NHXk6dMXnL8clmc99+MSAXCwLa+UZ2qij6lJWcIi4rgTEaeU/zoZGZkcOpF179Wyybf8g9gn\n7D/mj4F+KQb3bZZv+cKisS66uln8xwmSU1JJTHqGr38kXhdCqVerItMndsr/4Ddk+76rJCU/p3lj\ne0yMy6q17tvB9wCoVsVKZX5VByuOeVwnKOQ+7VvnPm6TJInffx7Gp5//QeO2M+jdrQkVrEy4e+8R\nuw/6UruGDVvWTsjXnui78Rw+4Y+xUVkG9m6ea7l/t3vz73ZvhbS+HzdhzbLRhZrwKgi3Q+QPj2qO\nlirzqzpYcuzUTYJCH9C+lfK8QDblssbodyIfKuU9TnzKo8fycfPt0AfYv/YQeBifxIq1nshkMuLi\nkzl++iYhd2IZ3KcpPT5SPU/xKus2e5GWlsGwQc4YGpTOt3xh0R6B/3mCB3FJOb87t63FhuVulC+X\nf8v0JtyJeMjEGdvQ09Ph17mqJ6TehsQk+U1lbKT6wZGd/jgxJd+6+vdqRgUrEz4Z9Tv/bDmbk25p\nYczwwa1wsMv/LcDaTafIyMjk0wEulC1bSim/vLkRC+cMolunBthVLs/z1DR8r4bx3bxt7Nx3ifsP\nEjlzaJbKbu2bkpj0DABjozIq87PTHz9Rnth6lW4d6rFg2WHWbDrLuOFtsKtcDpCPwWfM351T7tFj\nZV8/TEhm7uL9Ob8lSeKrcZ1yuvZ5IZPJ+GuTFwBj3NTfPQctEvj96wsBeBD3BJ9LYUz/cS8NOyzk\nwMaxNKqn3vFibFwSXYb8QVx8Mr8vGFgkM+jqZNNWL0ZP+Ys+3Zsw6+ve2FYqR0TUQ+b9vJsJ3/zN\naZ9Atq2flOvxmZmZrN14GoDPh6nunteuaUPtmi+7pAYGpencoT7OTavSoNV3eF8IYv+RK/Ts6qTe\ni1MDLs2qMHKIK2v/9aJem7kKs+jXbkZTo6oVgcH3VT6calS1Rha7hoyMTHmv6NBVZi/ah9eFEA7+\nNwkz09x7LSdO3yIsIo5G9dQ/uZaN1o3BLcsb0btrA45tmUD8oxSGTvxHrfXHxiXRrt8yboc8YNkP\n/Rg3vGievMaG8hY6MZfWJzvdxDjvbm9QyD1GTFxN7Ro2bFz1BTWqVaBMmZLUqFaBjau+oHEDe7bv\nucApr5u51nH4uD9Rd+Np3qQKdWsX7mFpZFSWwf2cATjjE1ioY/PD2FDeQic+eaYyPzvdJJde0Kus\n+XUoqxa7Ub2KJdv2+bLqnzMYGZTh1O6vcMyaeLPIozeoq6tDZRtzJo/pwKrFn3L+chizF+3N85yr\nN54Biq71Bi1qwV/HtpI5tapZ4RcQzcP4ZMqZ5/8uND/uPUikfb/lBIY84PcFA4tM3ADVq1oDEBSi\nepIqOCxr/JnLGD2bYx7XSUvLoLVLDaUWSEdHh1bONbjsd4fLfndUvhqDl5NrubXe+VG+nBFAvrPZ\nhaV61rUHhT5QmR8cJk/PbYz+KpIkMWZoK8aomMm+fusuOjpSgXuC2e+yT/nczrVMbNwT9h7xK7LJ\ntWy0rgV/lZj78tlRdcxwR8c8onXvpQSGPGDlT4OKVNwAbVvKxXbM8zqZmZkKeUlJz/C+EETZsqVo\n7lQlz3pSX6QBEPcwSWV+3MMnAEortbKJufeIg8f8sibXWhTqGrI5f0k+01+QsX5haOsiXzxz7PQN\nZR8lP8f7Yihly5akeeM3H0Kd8r5NZHQC3TrWy3U+5HXu3nsMgF4e9936zd6kpWXwSZ+mRTK5ls17\nIfC0tAwCg+8TGq74miIo9IHK7llmZiYzFuwj9mESzk0cMDV5uxnuiKh4WvVaQmh4HOuWDGGMm+tb\n1VcQHO0t6dSuLuGRcfz+13GFvDkLd5KSkorbABf09V/eHIFBMQQGxSiUbdmiBgA79l3kWkCkQp7f\n9XB27LuIJEm0a1lbpR3Zk2tuA10pU6Zkrvb6XlX9KmrTVi+27j5PyZJ6DMhj9v1NcLS3oFObWoRH\nxvP7Ok+FvDmL9pLyNBW3fs3R1385KRgYfI/ArDcUr/IkSfk+ioiKZ9TUvylZUo8fpvdSyLtyLYKM\njEylY5KTnzN5xhYAunWsp9JumUzGX//KJ9c+H9o6n6t8OySZTKb2Sp3q28p8j03Ls8yew/7sOewP\nwP24Jxz1vIWDbTlaNnME5K8uFrvLZ6fDI+OxbzobWxszwn3n5dSxdLUH387fh2tTR+wrm2Nuqs+D\nuCecPhdCWMRDrCyMOLl9ErWqWyuce+FvxwgMlndxs9fCOzdxoKq9fKzl2sxRYV26fZPZhEfF07he\nZbp3VP1KatjA5thVNi+Yg0opL5pRxetLVWtWq8CFy6F4nr1JtSrW+BxVXKoqmQ4BQPboX4V6RkxY\nzfp/T1OypB69uzlhW6kc4VFx7Dl4mRcv0pnyRWeWzFde7ZWZmYlDg6lERD3kmteCPMffdvUmo6en\ni1MDe2wqmvH8eRqXroZx8XIoenq6rFk2kmGDC3gzp+U96/0qry9VrVnNmgtXwvD0uk01R0t8Dk5X\nWKoqWYwGQBa7RqGe/iNXEhEdT6O6lTEz1edO5EP2HfUnLS2Djb+PZGCvJgrlew39He9LITg3caRy\nRTPKlilJVMwjDp8M4HHiU5ybOHJ06xQMVLTOJ8/cokO/X2lUrzKXT8wq8LW+imQx+rJMJst3xlJj\nY3C/gGj+3nZBIS0s4iFhEfJ3kbY2ZjkCz40OLWsQ8kkcXhdDuRoQxePEZ+iXLUk1Bwvc+nVl0qg2\nKmcxj3jc5PS5YIU0n0th+Fx62Qq9KvDwrA0Cl69FcvmaYiuYTRvnqgUXeAFxtLfE1+MHZi/YwZGT\n1zh03A9rSxMmj+1cqM0ma38bTSvn6mz47yxHPa6RlPwcI8MyuDavzuihbRnUV3XX++jJa0REPSzQ\n5NoXIzpw4nQA3heCeJiQhEwGFa1NGTa4FVPGdqZ+XdtCX39BcLS3wPf4TGYv2ssRjxscOnkda0tj\nJo9pX6jNJt071mP1xjNs33+ZpOTnWJY3ol/3xkyf1IWa1ayVyo92a4mBfikuXr3DKe8gnj57galJ\nWRrXs2VATydGDHZRWIf+Ku9ici0bjbXgHzQFbME/WArRgn+oFLQFfy/G4AKB4M0QAhcItJj3SuBt\nei9Fshr/1vW4/3wQyWo8p7yD1GBV8aJN9x9yJtveBveFO5FMh+S5AEZQ/HmvBK5J1PVw0WbU9XAR\nqI/3aiXbP78N5emzF5o2o1j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HYGpUscBAvxTtXauwfeUQdHQklvzlxYsX6bmeM/ZhMl0/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\nhMAFAi1GCFwg0GKEwAUCLUYIXCDQYv4PsHWNzQcwQggAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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MhftYsOwgC5cf5PcfX7YclXTLc+CfcTRpYIWluSEeP3sy99cDeZ7jizEdce/v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\nO3md6LhkPL5WHTivuAk4fY1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z55YALl9PRCaDuk42TBjhxqRRbdDSUnyGXbp6iyWrfQm5GEfC7Yc8evyMylZG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\ndvoQLYuR+PpfyXOY/Px5Bp4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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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mbRQIBG9IXrzoEvA3cE2W5QUFb5JAINAUeenBmwKDgTaSJF16+de5gO0SCAQa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\nnwWrz1GjqgXrf+2qkl/OwoDZ41rQsLY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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(2, 1) a:left s':(1, 1)\n", "----\n", "s:(1, 1) a:right s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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/Aw8kEsnyojdJREREWRSkBW8BDAPaC4Jw5+1ftyK2S0RERAnkOwaXSCQewMe7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\nrrn2JD6Gz0rgB07dI+FlKt3b2cpMmmR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6tGremGkTezNtYtkuvYqAkZE+H3wwEE/PADw8bpKTk4uxsQFTpw7lu++mVWsM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\nWBherwuLt5cnS+ZZf4646MH1ihtgjqHXWM5x83e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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(2, 0) a:down s':(2, 0)\n", "----\n", "s:(2, 0) a:right s':(2, 0)\n", "----\n", "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:right s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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KTqeGqjJNGtZhwuiuTBhdOfbXlyeGhvp89lkvPDz8cHe/TWZmFkZGBowf35+f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\nOXI+mKNuwQx+69qKYtqiC8QlpLNmniM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KTqeGqjJNGtZhwuiuTBhdOfbXlyeGhvp89lkvPDz8cHe/TWZmFkZGBowf35+f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\nOXI+mKNuwQx+69qKYtqiC8QlpLNmniM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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 0) a:right s':(1, 0)\n", "----\n", "s:(1, 0) a:up s':(1, 1)\n", "----\n", "s:(1, 1) a:down s':(1, 0)\n", "----\n", "s:(1, 0) a:up s':(1, 1)\n", "----\n", "s:(1, 1) a:left s':(0, 1)\n", "----\n", "s:(0, 1) a:right s':(1, 1)\n", "----\n", "s:(1, 1) a:right s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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Kcl2a2zZg6vjuTB1fPfbXVyZGRnqMG9cPLy8/PDzukJWVjbGxPlOmDOb776dW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\nQmCC\n", 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gAlCsObhIJDIDmgO3SqMwAgICJUuRD7qIRCIN4DgwWywWy3gJEIlEU4GpALVr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\n2H7Ih9ZNatC7ixXV9NRITE7H7WYoc36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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 0) a:up s':(0, 0)\n", "----\n", "s:(0, 0) a:up s':(0, 1)\n", "----\n", "s:(0, 1) a:left s':(0, 1)\n", "----\n", "s:(0, 1) a:left s':(0, 1)\n", "----\n", "s:(0, 1) a:right s':(1, 1)\n", "----\n", "s:(1, 1) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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wH/oLaelZnNg3j4GOslf1VDbW1nVxdOxEZORTmfvAli7dRkZGJuPHD0BL6+3EZmBgJIGB\nkVJhtbU1GT9+ABkZmbi4/CHlt2nTQSIjn9K3b+cK3clWWiptq+rxi0GcuBgEwPP4dC5cCceqnj7d\n2ksEaGSgyervegMQGZuMVc9NmNfRI+LSHKl0Yp+lYjdqFzHPUnHoYkHrpiZExiRz3D0IkUjE/nVO\nOPd7e3vjk+epdB6xk9jnaVjU1aNvd2s01FW5eicGP/+naNRQwX3PuMJJuXfxuBpBnwl/0baZCbdO\nTH3v9/O+W1WbNDTlxm3JVtWG1iZcPb9YaquqyGgiAOKE3VLpjJy8iaiYl7RtZYGhvhYR0fGcPH+X\nnJw89m6ZwWgn6Z166elZGDeZQ58ezbG2rI2SkgjfGyFcuxlKk4ZmuB/9FjNTg8LwSckZNLD9hsSk\nDBy6N6Vrp4ZyyzP/c0f09Uqxf/4jblVt0sSSGzce4uV1i4YN63P16g6praoikaQVFoul17T/vVW1\nQ4dmPH4cUbhV9erVHVhbV/5W1UoTuMv6S/y48UqR/u+KuTiBA8QnZPDjpiuc8gjmWXw6utrqdLOt\nz8LPu9ChVR254Vf9cY2z3iFExCSTLxZjWkubXp0t+HZ6Fxpb15Sbp0/mHuXg2QC2LO/PjDHtii1f\ncZTFokvMkwSWrDzKec8HJCRKDps4DWwn97BJUQLfvd+HP/Z4ERjyjLT0LIxr6dGrWxMWzhtEk0ay\nqwA5Obl8/tVufK4HE/tM0muysTJh1NAOzP/cEU1N6d5NZHQ8lm2+LrEsEXdXY1FfdsONDBVs0SUm\n5jlLlmzj/PmrhYdNnJzs5R42KUrgIDlssmyZq9Rhk/79u3yUwyZVXuD/ZQSTTSWgQCabKgrh8kEB\nAQFB4AICiowgcAEBBaZaCdz+0z0oNVjxwem4rL+EUoMVeF+P/PBMVTF6DllZONn2IbisOobIaCLe\nb061CVRPqpXAK5PyqlwUmfKqXP5LWFgMxsJicMkB35NqtVV19+qhvMrMKTngf5g9v0/n1avijUAI\n/HeoVgKvb1Z1DPdVVerXNarsLAhUIapUFz0yNhmlBiuY/O1JgiMS+GTuUYw7rEHZRjJeLqqbnJ2d\ni8v6S1jbb6JGk5VY9dzIojVeZGfnotRgBfaf7inymYfPPabj8B1oNf8Fo3arGTPvKE+ep8rk6ZKf\n5ACBUoMVhf+KS7eiiIyOR2Q0kUmzXAkOfc7oKZup3Wg2SjUn4e3zuMhucnZ2Di6rjmHV9mvUTadg\n2eYrFv10mOzsHERGE+k5ZGWRzzx88iYderugWXcahtYz+WTq7zx5+nbbcEGeLvlKzDKJjCYW/isu\n3Q9l165TODt/g5XVUDQ07NDV7YGd3Wfs23dWbvibNx/h6DgLHZ3u6Or2oHfvmVy7dh8Xl22IRLZ4\ne8tuZgkMjGTSJBfq1RuImlonjI0d+fTTHwgKipQJO2mSCyKRLZGRT9m27QgtWoymRo0uGBs7Mn36\nT1Knz7y9byES2RIV9YyoqGeIRLaF/yZNcimvV1Q1W/Cw6CQ6Oe+koaUhnw5pTmZ2LrpFHOwQi8WM\nmH2YM16h2FgYMmu8LTm5+ew+cp+AEFkrJu+y5a/bnPQIZohDQ7p3qI+f/xMOnAnAPzCOuyenoa6u\ngr5uDZbM6cbuo/eJepLCkjlvTSP/+4jqxyQs8gUdHZfR0NqEsSM6k5mVg66OfOMQYrEY50kbOePm\nj421MbOn9iYnJ49d+314FPik2Of8vsODk+fvMaRfa3rYNebG7TAOHLuB/8No7l1ajrq6Kvp6miz9\ndhi79vsQFfOSpd++tYxrUU/+rsDy4IsvfqFZMyu6d2+DqWlNEhJSOHvWl/HjlxAUFMXy5V8Uhr18\n+Q6OjrPJy8tj+PBeWFvX5cGDUOztP6dXL/n7Rc6fv8rw4d+Qk5PL4MHdadCgLrGxLzh61IszZ3zw\n8tom916xb7/dwIUL1xg8uDuOjp3w8rqFq+sxQkNj8PTcCoCFhRlLl05j3br9AMyfP6YwfuvWRdsi\nKCtVUuA+t2JY+HkXfv66V4lh9x1/wBmvULq1r8fF3eMKDS/+OL8HnUfsLDbu+cth+B2bQotGb22P\njf3yGPtPPeKEezCjBjZFX7cGLvN6cOlGFFFPUnCZ16OYFD8ePteD+W7+oELDicWx7+BVzrj5061z\nQ9yP/q/QDvqP3znRyXF5sXHPezzgpvtSWjStV+j26fQt7D9ynRPn7jBqWEf09bRw+Z8T3r6BRMW8\nxOV/Th9WuFLy8OEBmf3eBVf2/vLLLj7/3Jk6dWqTn5/PlCnLyc5+zdmz6+nf364w/Nath/nii19k\n0k5KSmXMmB/Q1KzB5cuuNG1q9c5zQ+nUaTJTpy7nzp2/ZOJev/6ABw8OUL++5Chvbm4uvXp9gZfX\nLfz8HtKhQ3MsLMxwcZnBrl2nAXBxmVEu7+TfVKkuegHGNbVYOqd7qcLuOXYfgOVf9pSyqqqvW4NF\ns7oWG3fOxPZS4gaYOkpixOFdIxFVEePaelItZXHs/scHgBXfO0tdcqCvp8Xir4cUG3fu9D5S4gaY\nNr4nAH53wsuQ4/JH3mEONTVVZs0aSW5uHh4ekhOGV6/eJzQ0Bnt7WylxA0yfPlzuue09e86QnJzG\nsmUzpMQN0Lx5A6ZNG8bdu0EEBMi+gyVLphWKG0BFRYXJkyUz5X5+j8pe0A+gSrbgrRobo65euqzd\nDYhDSUlEl7b1ZPy62sq6vYs8c0v1TCWHDZJSijedW9m0alYPdXXVUoW9+yBK8o46yO6BL+rkVwG2\nrWUNO9R7Yw89Kbl05qUriujo56xatRsPDz+io5+TmSm9evDkicQewN27krmBrl1lj7AqKSnRpUsr\nGeMN165JGg5//xBcXLbJxCsI//hxhEwFYGvbRCZ8vXqSwydJSR/XTluVFLhJrdJfyZOSloWhnoZc\nQ4nGNYu/9UNfR3ZcX5COPAMSVQmTMlwFlJKaiaGBtpSN8wKMaxV/VY88k1AF7+hdg4wfm/DwWDp0\nmEhSUhrdurXG0bETenraKCsrERn5jN27T5OdLTHeUTC5ZWxsKDctee4JCRLT0a6ux4rNR3q6bEMg\nz1RTwbvPy8uT8atIqqTAy3IZgq62OokpmeTm5suIPO6lfJtZikCZ3pGOBolJ6eTm5smIPC4+tYhY\nVZs1a/4iISGFnTuXMmmS9EaR/fvPs3v36cK/dXUlFX1cnLTBkALkuRfYXfP330/LltX39F+VHIOX\nhTZNTcjPF3P1ToyMn88tWbf3RVm58lut96VNC3PJO/ILkfHzuR5cbs9RVvp47yg0VHKxhbOz7ETs\npUt3pP5u00YyK+3jc08mbH5+Plev+su4F5htunLl7gfntTiUlZUq9H1Ve4GPd5L8EIvXevP69dvu\nT0paFis2+5Tbc4z0JUtQ0U+Lv2W0KjJhtGRiadHPR3j9+q2ZqpTUVyxffbLcnmNkKBlaRccmlFua\nRWFhYQqAt/dtKfcLF66xffsJKTc7u1ZYW9fFy+sW5875Svn98cdRucYTJ08ejL6+DsuWueLn91DG\nPz8/X+66eVkxMtIjPj6JzExZE1nlQZXsopeFCU4tOXA6gPOXw2gxYBuDHRqSk5vH0fOBtG9pRlB4\nyTa8S0OvLhYcOvcY55mH6d+zARo1VDA302O8U8tyKEXFMuETO/45dp3zHg9o3vV7hvRrQ05OHkdO\n3aJ9G0uCQp+h9AF3xBXg0L0Zh07cZPjEDQzo3QqNGqqY16vJ+NF2JUcuIzNnjmTnzlOMHLmQESMc\nMDOrycOHYZw/f41Ro3pz4MDFwrBKSkps376Ifv3mMmTIApydJevg9++HcvHiDfr378K5c1elbMMb\nGelz+PAqnJy+oVOnyTg4tKdZM2tEIoiJiePatQckJKSQlXX1g8rh4NCBmzcD6NdvLt27t0FdXZVW\nrRoyeHDpVpFKotoLXCQScXTLSH7e4sO+4w/YtOcmprW1mTC8JTPHtuP4xaAiN8mUhamj2hD1JIUD\nZwL4P9dr5Obm06ND/WohcJFIxLE9c/l57Wn2HvRlo6s7psb6TPykKzM/68Xxs3eK3CRTFqaO70FU\nzEv+OXaDXzeeJTc3jx52jStE4C1b2uDltZVFi7Zw5owPubl5tGplw9Gj/4e+vraUwAF69rTl0qU/\nWLTod86ckbTiHTs2x8trK3/9dQ4AXV3pyV0Hhw7cv7+f1av3cuHCda5cuYeamipmZjXp1csWZ2fp\nSyHfh0WLppCcnMapU1fw9fUnLy+PiRMHlZvAFdpk00WfcPpO+pv/zejCym9K3jTzsahKJpsuej3E\nccT/sXDeQFYuGVVyhI/BRzbZZGf3GTduPCIlxVvKompV5j9lsulpnOzaYkLSK777P08AnBzLb+tf\ndeXpsyQZt4TEdBYul5gPdhr4/kYkqwOvXmXJvSts165TXL16H0fHjtVG3GWh2nfRAb76+SL+gXF0\nblOXWoZaPHmeyrnLYSQmZzJ9TFu5llX/ayxYvB//h9F06WBDLSMdYp8mcs7jPolJGcyYZE+HdtYl\nJ1KNiY5+Tps2Y+nTpwMNGtQjNzePu3eD8PG5h76+Dr/99mVlZ7FCUAiBOzk2Ju5lBqc9Q0hOy6KG\nmgrNbGrx2cjWTBlV9QzwVwbDB7UjLj6FUxfukpzyihrqqjRrXIcp47ozZVzV2F9fkRgbGzJ2bD8u\nXbqDl9dtsrNfY2JixOTJg/nhhykVasO8MlHoMXhVpSqNwaskgtnkEvlPjcEFBATkIwhcQECBEQQu\nIKDAlChwkUhUTyQSeYlEogCRSPRIJBLN+xgZExAQ+HBKM4ueC3wlFovviEQiHeC2SCS6KBaLAyo4\nbwICAh9IiS24WCx+JhaL77z5fxrwGBAWlgUEqgFlGoOLRCILoA1woyIyIyAgUL6UeqOLSCTSBo4A\n88VisYyVAJFINB2YDlDfTAdyKub4myIgTomq7CxUaT78XJtAAaVqwUUikSoScf8lFouPygsjFov/\nEIvFtmKx2LaWgayZHwEBgY9PaWbRRcCfwGOxWLym4rMkICBQXpSmBbcDxgO9RCLRvTf/BlRwvgQE\nBMqBEsfgYrHYB2FYJCBQLRF2sgkIKDCCwAUEFBhB4AICCowgcAEBBUYQuICAAiMIXEBAgREELiCg\nwAgCFxBQYASBCwgoMILABQQUGEHgAgIKjCBwAQEFRhC4gIACIwhcQECBEQQuIKDACAIXEFBgBIEL\nCCgwgsAFBBQYQeACAgqMIHABAQVGELiAgAIjCFxAQIERBC4goMCU+m6y8iYhKZNj7iGcvRTOg5CX\nPIlLR01ViRYNazHJqTmThzdHSal05tgPXwji0s1Y/ANf4B8YT1rGa8YObsLeXwcWGy8vL5+dRx+y\n90QAD0LiycrOw7SWFu2bm/DjXDsaWhoWGTf7dS62znt5FJpAHWNtYrw/L1P5S8Phs4+45BeJf8Az\n/APjSEvPZuzQluxdO6LUaew6fJfPvj1WbBglJRG5ocsK/w6JSODohQDcroQSEplA3MsMDHRr0KlN\nPeZN7oR9Z6si00pJzeK3P3054RZIeEwSSkoi6pvp0aVdfTa5DERVVbnUeS8tsU8SWfLLUc57PCAh\nKR1TY32GDWjL0m+HYaCvVep0jpy8ycbt7ty9H8XrnFyszGsxbmQXvprVHzU1WamkpWXyy/ozHDl1\ni8iYl2jUUKVDWyu+nTMAhx7NpMKKxWIueD7gjJs/V64HExXzksysHMzrGtG/d0u+mz8I49p6H/wu\n/k2lCfzQhSBmLnPHtJYW9h3rU89Uh7iEVxy7GMK0xRc4fyWcg+uGILk5qXh+2nod/8B4tDVVqWui\nQ2B4Yolx0jNeM2z2cTyvR9O6SW0mDG1GDXUVnsalc+V2LMGRScUK/Pu1V4h6KnMHY7ny0+ZL+D9+\njraWGnVNdAlMzy5zGq2bmrBkbk+5fj43o/C8FkH/HjZS7kvWenDg9EOa2tSif8+GGOppEBz+kpMe\nQZx0D2TdkgHMndRJJr3AsHj6TtjDk7hUettZ0a+HDTm5eUTFJnPozEN++75vuQs8LCKOLv1X8CI+\nlaH929LYxhS/O+Gs3+bGeY8H+J5bhJGhdonpfL/8ECvXnUZbqwbOg20xNNDiyrVgvl9xGI/LAZw7\n+BWqqm/lkpScQdcBKwgIekqzxnX4fJI96RlZnDh3l97Df2X7+s+YMq5HYfjs7Bz6j/oNNTUVundu\nRO8eTcnLy8fzymPWb3Pjn2NQ0p62AAAgAElEQVQ3uHL6e2ysTcr1/VSawBtaGHLidycG9rCSaql/\nnt+NjqP3ccQthKMXQ3B2bFhiWmsW2lPXWIcG5vpcuhlDr4kHS4zzuctFPK9Hs8WlDzNGt5Lxz8nJ\nKzKut18063bfZvOS3sxc5l7is96XNYv6UddEjwYWhly6EUmvT3eWOY3WTU1p3dRUrl8X5z8AmDbG\nVsq9b3cbvp3RjTbNpONduhGB44Q9fPvLBUYOaIZpbZ1Cv1eZrxk67W/SMrLxOTSVTm3qScXNzc1D\nWbn8R4Qzv9nDi/hUNqwcx5zpfQrdFyz6m7VbLvDDT4fZ+tukYtO44x/JynWn0dfT5LbnMqwsagOS\nVnfm17vZusuLja7uLJjZrzCOy6pjBAQ9ZfggWw78ORMVFUnF9fOiVGwdljJn4T762regbh1JI6Gs\nrMSK752ZOcVBqleRn5/PzG/2sG2XFwsW7+fU31+W16sBKnEM3qtTfQbbW8t0w01qaRUKztsvplRp\n2Xesj42FQalae4A7j+L4+/RjRvdvJFfcQJEtTWp6NpO/O49DJ3M+/6R1qZ73vth3tsLG0qjU5SoL\nDwLjuH43ljomugy0l65EJ41oIyNugB4dLenZ0YLXr/O4ejtaym/rXzcJiUzg52/6yIgbQEVFudzL\nERYRh5vXQyzq12TWVAcpv2X/c0JLS529B33JyCi+53P87B0Apo7vUShuAJFIxM+LRwKw+U/pivzY\nmdsA/PidU6G4AWrX0mXBzH5kZr5mx9+XC91VVVX44ashMkMGJSUllnw9FABvn8BSlbssVMlJNlUV\nSbZUKqDGB/j7zGMAPhnYhJS0bPadDGDlHzf446A/oVFJxcad95MnSalZbF/Rt0Ly9rH4459bAHw2\nsm2ZWtbC30ZFOs7+kw8QiUR8Mrg5kbFJbNnnx8rfL/PXcX8Skl6VX8bfwctH8js62jdHSUk6Pzo6\nGth1sOHVq9dcvxVabDrPXyQDYGVeS8bPQF8LA30twiPjiYiKfydOyps4tWXiFKTjcTmgVOUoaEz+\n/U7Lg0rrohdFbm4+e09IXky/bhYV8oxbD54DEPU0lQaO20lIziz0E4ng809as+GHXjIf/rGLIew+\n/gjX5X2pb6ZbIXn7GGRm5fDXcX+UlZWYOrpdqeNFPUnG42oEmhqqdO9gUeiek5OHf+Bzahlq4vrP\nbX5Y7U5ubn6hv5amGuuXDOCzUW3LsxgEhUp+x4ZFjFttrIxx83pIcNhzmUmvd6lpKBlqRES/lPFL\nTskgKTnjzfOeYflGvDUNdXgWl0xEVDxNG9eRihP+piIoyF9J7PjrCgD9HFqUKnxZqHIt+MI1l3kY\n8pIB3S3p29WyQp7xIlHSony1youeHeoScGYyqbfmcnHHSKzr6bNl/z2Wb7kmFSfuZQYzlrrRv5sl\nU0aU/w/xMTl45iHJqVn0696Aemalm7nNzs5l3PzDZL/OZek8ewz0NAr9EpMzyc3NJyE5k+//z51F\ns3sQ7fsV8bcX4rpyKCIRTPvuBJ5Xw8u1HCmpkt9RT1dDrr+eriYAySnF9yAGOkqGaa57vImMfttK\ni8ViflhxpPDvAqG/G2fpqmPk5b2tzOJfprJ2ywWZ8EVx8044y/7vODraNVjxvXOJ4ctKlWrBN+y9\nw5qdt2hsZcieVRV3BXl+vhiAxpaG/LNmcGFL7dDZnEPrh9DOeS9rd93m++mdUFOTdJ+mL3EjNy8f\n12reNQdwfdM9n/6pbQkhJeTl5TPhqyP43o5m9KDmfD3NTso/XywuDDd9jC1L5toX+k0Z3Y5XWTnM\nW3aWX7ddoVeXopfYKgu7jg2ZMq47f+67TMtui97Momtz5VoQ9wNiaWxjSmDIM6lhwI8Lh3PB8wGH\nT96kdY/FOHRvSsarbE6cu0MdUwOiYxNKXOYNDn3O4LHryMnJ4x/XL7C2NC73slWZFnzTX3eY/7Mn\nTa2N8Nw1GkN9+bVyeaCvqw7AIHtrmW54q8a1sayrR1rGax6HJwCw5/gjTnmFse67XpjVLnnJpSrz\nKPgFV2/HUNdUlwE9S16hyMvLZ/yXRzh09hGjBjZn7xpnmckyPR31wv879W0ik4aTo8TNz//JB+Ze\nmoIWOiU1U65/QQuvr6dZYlqu6z5j25pJNGpgysETfmzb7YWujgbeJxZibSkZZ9eu+XZYZmqiz013\nF2ZNcSAtPYvfd3hwxs2f0cM6cmjHbJnw/yY49Dn2Q1eSmJTOP65fMKR/+Q5fCqgSLfi63bdZ8IsX\nzW1q4r5zJLWNSr854X1oZGGI3/3n6L/zYb6LwZsKIDMrF4A7AXEATPruHJO+OycT/klcOkpNVgOQ\neGM2+ro1KiLb5UJZJtdycvIY9+VhDp19xKdDWrL7t+Fy42hqqFHPVI+YZylyy17QnS94n+VFowaS\nsXdwmPyxbki45Hcraoz+LiKRiOkT7Zk+0V7G70FALEpKItq2MpdyN66tx6ZfJ7DpV+nwnm8m19q3\nkT/EfBz0FAenVSQkpXNox2yGDqgYcUMVEPgq1xt8t+YKrZvUxu3PEdQ0KLm2/VAcOpuz92QAj0IS\nZPyyX+cSEiWZVbWoIxmfdm5tRvqrHLlp7TjyAE0NFT4ZIGml1NXKf6dWeZGVncO+Y5LJtSmjip9c\ne/06l9FzDnLiYiAThrdmx6/DZGaq38XBzopdh+/yMOgFHVtLL5M9DJYIzbKe/ocX4h3su0reuZvX\nQ/Lz86Xyl5aWia9fCJqaanSybfDez/D2eUx0bAKD+7Uu7DGUxJ4DvgB86txZxu9BQAy9h/9KSmom\nR3fPYaBjxS61VqrAl/9+jaUbfWnXzJgL20cU2y3PyckjLCYZVRVlrOt/2Ifi7GjD92uvcOB8ILPH\ntaFDy7drvst/v05KWjb2HethUkvSkxg9oDGjBzSWm9aOIw8w0K1R6ctmOTl5hEUnSt6PufwdeIfO\nPiIpJZNBvRoWO7mWnZ2L8xf7Oesdwmej2vLHz0OKFTfArPEd2XP0Hqu2XmFI78bUetMLy8rOYdFq\nDwA+GVy+k5PWlsY42jfHzeshm7d7SG10WbrqGBkZ2cyYZI+W1tueWmDwUwAaNzSTSis1NRPdf03W\nRcW8ZOr8HaipqchMgOXn5/Pq1Wu0taV7LHsP+LLngC9dOjRg2EDplvnegyh6D/+VV5mvObFvHn17\nVfxkrUj8ZoKkPLFtbiK+eXh8sWF2H3/I5O/Oo6wsYvbYtujpqMmEsaijxySn5gBEPknBqrcr5ma6\nRHhMlwp33D2EEx6Stc7nLzO44BOJVT09urWrC4CRgQarv+0pFeeibySDv5Ds0R7exwYzY2387j/D\n5/YTahtpcmXfGGwsDEosq1KT1WXfi65euiW2426POXFRstb7PD6dC5dDsapvQLf25m/Kpcnq7yW7\nqyJjk7DqvhbzOvpEXFkgN73uo7bjcyuaE66fMthBfoUF8Nk3x9h15C41DTX5YmwH5O1P6dnJkp6d\npLugP27wwmWdF7WNtBjcuzE11FVwuyzZz96lXT3c902ihrpqieUW6ZmXGKaAf29VbdLQlBu3w/Hy\neUxDaxOunl8stVVVZDQRAHHCbql0Rk7eRFTMS9q2ssBQX4uI6HhOnr9LTk4ee7fMYLRTR6nw6elZ\nGDeZQ58ezbG2rI2SkgjfGyFcuxlKk4ZmuB/9FjPTt99PUnIGDWy/ITEpA4fuTenaSf78x/zPHdHX\nK3mIKjKaeFssFpc4S1ppLXhErGSjQF6emPV7bssN06N93UKBF8e9wBfsPv5Iyi08JoXwGMkzzM10\nZQTex86CGwfHsmLLNdyvRZGSno1JTckuusUzO1eJybR7Ac/YfeSelFt4dBLh0ZLNOOZ19AsFXhKP\nQ+PxuRVdqsm1iFhJ+i8TX7F8o3eR4f4t8CVz7Wne0Jj1O69x8MxDXr/Ow9rcgOVfOfD1VDvU1cv/\nc7O2NOaWhwtLVh7lvOcDzrr7Y2qsz7wZjmU6bDLIsTV/7PHi0Ak/0tKzMK6lx4jB7Vk4bxBNGpnJ\nhFdXV+ETp074XA/m4qWHANhYmfDTDyOY/7kjmprS8zspqa9ITJIsm3lcDihyE8ykMV1LJfDSUmkt\n+H+aUrbg/1XK0oL/VyltC15llskEBATKH0HgAgIKTLUSuP2EfwrXmz8El02+KDVZjbdfdMmBBQSq\nMdVK4JVJeVUuAgIfk0rf6FIWdv8ygFdZ8jecCAgIyFKtBF6dj2gKCFQGVaqLHvkkBaUmq5n83TmC\nIxL55MtTGNttRrmpZLxcVDc5+3UuLpt8se7jSo2Wa7Hq/QeL1vmQ/ToXpSarsZ/wT5HPPHwhiI6j\n9qHVZh1GnTYxZsEpnsSlyeTp0s1YQLKxpeBfcelWNt7XI1CyWoLLOk+5/pbd1mDZbU3h37sO30XJ\nagm7Dt/ljGcQdiNc0W62HMPWPzNy5j+ERMhu663uePs8RmQ0EZdV8o1SWrT+CovWXxX+vevvK4iM\nJrLr7yuccbtHl37L0ao3DQOrLxgxaSMhReyJr0yqZAseFpNMp0/+oqGFAZ8Oakpmdi66WvIPhojF\nYkbMPcmZS+HYmBswa2xrcnLz2X38IQGhsgf432XL/nuc9AxjSC9rurevi5//cw6cC8I/KJ67xyag\nrqaCvo46S2Z1ZvexR0Q9TWXJrLf7iwv2qisSxy4EcO5SCE6OTejR0QL/gOccOR+A1/UIfA9Po5FV\nzcrOYqVz9Mwtzrk/wGlgW3raNebew2iOnLqFl89jrp5bTCMb+TbwKoMqKXCf209YOL0jP3/ZrcSw\n+04GcOZSON3a1eXijpGF57d/nGNH50/+Ljbu+SuR+B0aR4uGb031jP36NPvPBHLCI5RR/Rujr1sD\nl9l2XPKLIeppKi6z7YpJsfpzyiOIk65jGeTQqNBt/c5rfLn8HLMWn8L9r8mVmLuqwanz9zj195cM\n6vv2oMj6bW7M//4vZn6zB4/j/6vE3ElTpbroBRjX1GTpLNmTOPLY82aL6vJ5doXiBtDXrcGiL2RN\n+77LnHFtpcQNMHVkSwD8HlS97tbHoFdnSylxA8ye0BFrc0M8r0UQ9SS5knJWdejVramUuAFmT+2N\ntWVtPK8EEBVTfM/xY1IlBd6qUW3U5Rial8fdxy9QUhLRpU0dGb+ubWXd3sW2uawFjXomEvtcSSlZ\npXq+otG9o4WMm7KyEl1t6wNw99Gzj5yjqkcPu0YybsrKSnTtKNnjf/d+1MfOUpFUSYGb1Cz9mfCU\n9GwM9WrItUhpXLP4TfsFll3epSCdArNO/zWMa8o/ZFPgnpL236z43sW4lvy5F5M3N5MUZWGmMqiS\nAi+L/WxdbXUSU7KkrHgWEPeyZKN3ikqBPbDcPNn3ApCcKl+ocS/Ti3XX06m61mrKSuE7ypV/yUVR\nxhrj4lPkuheYUi7KCGRlUCUFXhbaNKlNfr6Yq3dl7X353Ck/G2AFporyihBMVcPgzUcW+0z2eqXQ\nyIQiW+LLNyJl3PLy8vG5JdnWK+9ChOpKwVHSmCeyV12FhscV2nT7N5d8g2Tc8vLy8bkRDECbllXn\nNFy1F/j4oU0BWLzel9ev39bEKWnZrNhyvdyeY6Qvabmi5QimKtLYuia62uqcuBjIi3da5cw3Fk6L\nwvNaBKc9pD/gTXtuEBaViH1nS8zrlK/ZpcqksY0pujoanDh3lxfxb3/XzMzXzP1uX5HxPK8EcPqC\n9Dn9TdvdCYt4gX3XJpjXqzpLiVVymawsTBjajANnAzl/JZIWQ3YxuJc1Obn5HHULpn1zE4IiEkt9\nS2lx9OpkzqHzwTjPPUn/7pZoqKtgbqbL+KFFG9SvTFRVlZk7uRMrNl6i7eAtDHNsQm5uPu6+YZjV\n1sHMWEduvMEOjRj+xX6cHJtgbW6If8Bzzl0KwVBfg80/DvrIpahYVFVVmDfDkeWrT9Cm52KcBrYj\nNy+fi94PMTMxwMxEfmU2uF9rnCZswGlgWxpYGnPvYTTn3O9jaKDF7/834SOXoniqfQsuEok4unEY\ni77oRE5uHpv23eWkRygThjVj42LJfVW62vI3yZSFqSNasHB6R1LSsvm/P2+yZIMvO448+OB0K5Jl\n83vx8ze9qaGugus/tznnHcLwfk05v3sCqiryjUM69W3K0S1jiHmWwoZd17l6J4bhfZty9fA0GlvL\nXu1T3Vm20ImVi0dSo4Yqf+zx5uxFf5wHt+fCoa+lbhN9l+EDbTm2Zy4xTxJZ/4cbV/1CGT7Ilmvn\nl8jYeqtsFNqiy0XfSPpOPcz/pnVg5YLulZ2dt1RBiy4F94jv+NWJSSPaVGpeqqpFl11/X2HynO3s\n3DiVSZ+WvAmrIvlPWXR5+kJ25jchKZPv1kjufHLqbSPjLyDwX6Daj8EBvvrFC/+geDq3NqOWoSZP\n4tI4dzmCxJQspo9uJWUWWUDgv4RCCNypjw1xCa847R1Gclo2NdRUaNbAiM+cW1T7iwIFBD4EhR6D\nV1mq4Bi8KlFVx+BVif/UGFxAQEA+gsAFBBQYQeACAgqMIHABAQWmRIGLRKIdIpHohUgkevgxMiQg\nIFB+lKYF3wWU7oY7AQGBKkWJAheLxZcB2fN0AgICVZ5yG4OLRKLpIpHolkgkuhWfJP8crYCAwMel\n3HayicXiP4A/AGwb1xSTqHh2tMsNXeF2luIQl8Gij0DxCLPoAgIKjCBwAQEFpjTLZPuBa0AjkUgU\nKxKJplR8tgQEBMqDEsfgYrF4zMfIiICAQPkjdNEFBBQYQeACAgqMIHABAQVGELiAgAIjCFxAQIER\nBC4goMAIAhcQUGAEgQsIKDCCwAUEFBhB4AICCowgcAEBBUYQuICAAiMIXEBAgREELiCgwAgCFxBQ\nYASBCwgoMILABQQUGEHgAgIKjCBwAQEFRhC4gIACIwhcQECBEQQuIKDAlNvVRRVNQkoWxy5Fc/Za\nDA/CkngS/wo1VSVaWBswaYANkwfaoKRUuitvLJ0PEfU8Xa6fsaEGz059Up5Zfy8SkjM55hHG2cuR\nPAh5yZMX6aipKtPCxohJw5oyeVizUpcXIPZ5Gks2X+eCbxQJyVmY1tJkaC9rln7eEQO9GlJhU9Oz\nWbL5OncCXhAWk0JiSha62mpYmOkyZkAjpjk3R0tTVSpOcmo2rkce4h8Yz93AeIKjksjLE+P2hxO9\nO9cvl3fybw6ffcilG5H4BzzHP/A5aenZjB3akr3rRpY5rTOeQWzYeY2A0HgSkl5hWluHds3N+HJq\nFzq3lZ//vLx8dh66w96j93gQFEdWdi6mtXVo37IOPy5woKFVzcKwll1/I+pJcrF5WPZlLxbPtS9z\n3ouj2gj8kGckM1dfw9RIA/u2ptQz1iIuKYtjl6KY9osv56/HcnCFPaJS3mulp63GvFFNZdy1NarG\nKznkFsLM5V6Y1tLCvn1d6pnqEJfwimMeoUxb6sF5nygO/jagVOUNi0nGbtxBXiRmMtTeikaWBtx8\nGMeGffe44BOFz96RGOlrFIZPTMnG9fBDOjQ3ZkB3C2oZaJCS9hovvxgW/HqZ7UcecnXfKHS11Qvj\nRD5N5X9rfACoa6xNTX0N4hIq9hLKnzZdwv/xc7S11KhroktgevZ7pfO/Xy7wf9t8MDLQZGifJtQ0\n1CQsMoET7oEcOR/A7t+GM86ptVSc9Ixshk3/G8+r4bRuasIE5zbUUFfh6fNUrtyMIjgiQUrg8z7r\nTHJqlsyzxWIxK3+/TG5uPv17Nnyv/BdH1fiaS0HD+rqcWOXAwC71pFqun2e0peO00xzxjuKodxTO\n9halSk9fWw2XKW0qJrPlQENzA05sHMzA7pbS5Z3XhY5j/uHIxVCOuofi3MemxLRmrfDiRWIm6xf2\nYM7Ytx/qgl8vs27vXX7YcJWtSxwK3euZaJN89XNUVZVl0hq/8Dx/nQli68EHfPuZbaG7uakOF12d\naNOkNoZ6NZj8gxu7Tz5+3+KXijWL+1PXRI8GFoZcuhFJrzE7ypzG8/g0fnP1xbimNv7nZlG7pnah\nn9e1cBw+3cnStZ4yAv/8h5N4Xg1ny09DmPFpe5l0c3LypP6e/1kXuc+/cCmE3Nx82jQzxbZlnTLn\nvySqzRi8VzszBnetL9MtNTHSZMbQRgB4331eGVmrEHp1rMfgnlay5a2pxYxRLQDwvvmkxHTCYpJx\nuxqNRR1dZo1pJeW3bFYntDRU2Xc6kIxXb288VVZWkitugBGOkgolJFq6u2mgVwOHTvUx/Fd3vyKx\n72yFjaVRqXtt8oiKTSY/X0zH1nWlxF2Qvo62OvGJGVLudx4+5e8T9xk9qLlccQNFvr9/4/rPLQCm\nF5HOh1JtWvDiUFWR1FMqyqX/obNz8th3IYzo5+loaajQ0tqQ7q2NUVau+nWeqork4ylNeb38YgHo\n01m2ctTRUsOujSluV6O5fv8ZDp1KHiu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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 0) a:right s':(0, 0)\n", "----\n", "s:(0, 0) a:right s':(1, 0)\n", "----\n", "s:(1, 0) a:up s':(1, 1)\n", "----\n", "s:(1, 1) a:right s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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wiUTyVCKR+L78/zQgABA+LAsIvAdUaA4uEoksgbbAraoojICAQOVS7o0uIpFI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\nLSn1NkmptwFwbW1fHOCl0Wg0BK2fxurN0Wzfd47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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 0) a:right s':(2, 0)\n", "----\n", "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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4uVgsfvj6/1MAX6B2RRdMQEDg/SnTGFwkElkAbYC7FVEYAQGB8qXUG11EIpEW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\nGLEg0eo+oxJzCJ0fT/NJm/D+82am/XMf2Wevj/2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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 1) a:up s':(0, 2)\n", "----\n", "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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NIxwd7Rg27N1PtJkzZzxJSamcOXMDDw8/8vPzGT26f4UJXHDZVAV8SC6brrg+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\nP3szrId16dd7hVgsxunr0zyLTmGIY13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NIxwd7Rg27N1PtJkzZzxJSamcOXMDDw8/8vPzGT26f4UJXHDZVAV8SC6brrg+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\nP3szrId16dd7hVgsxunr0zyLTmGIY13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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 1) a:down s':(0, 0)\n", "----\n", "s:(0, 0) a:left s':(0, 0)\n", "----\n", "s:(0, 0) a:left s':(0, 0)\n", "----\n", "s:(0, 0) a:up s':(0, 1)\n", "----\n", "s:(0, 1) a:right s':(1, 1)\n", "----\n", "s:(1, 1) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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HDFWx94AvAB+M6V6eVlAguRmmpsn3s0hJkzweU1FuJJ5sAMt2BrN4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\nl6Rs/hq5mQ4hMXR+4jueX5hEXlGFTky7UjXdcFR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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 1) a:up s':(0, 2)\n", "----\n", "s:(0, 2) a:down s':(0, 1)\n", "----\n", "s:(0, 1) a:up s':(0, 2)\n", "----\n", "s:(0, 2) a:up s':(0, 2)\n", "----\n", "s:(0, 2) a:up s':(0, 2)\n", "----\n", "s:(0, 2) a:left s':(0, 2)\n", "----\n", "s:(0, 2) a:left s':(0, 2)\n", "----\n", "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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wkUhkA7QFbtZEYQQEBKqXSm90EYlEOsARYLZYLJY5MykSiaYB0wAammtDckK1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\n/LbBEyaEMfK2oew6cI76y13/aa9db2PN74/2uF7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tqdAYXCQS2QEtgZtVURgBAYHKReGNLiKRSA84DMwWi8UyZyZFItE0YBpAXUtd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\nJq4oL+cHFKmflwRFpvLtH3f4fGRjujh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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 1) a:left s':(0, 1)\n", "----\n", "s:(0, 1) a:left s':(0, 1)\n", "----\n", "s:(0, 1) a:right s':(1, 1)\n", "----\n", "s:(1, 1) a:down s':(1, 0)\n", "----\n", "s:(1, 0) a:left s':(0, 0)\n", "----\n", "s:(0, 0) a:down s':(0, 0)\n", "----\n", "s:(0, 0) a:down s':(0, 0)\n", "----\n", "s:(0, 0) a:up s':(0, 1)\n", "----\n", "s:(0, 1) a:up s':(0, 2)\n", "----\n", "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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VICYhm+0H7kvVycwu5Mftkg9zUB+r572tarG1NsHNtSNRMWn8uv2iVN7ydR7k5RUx7Q0X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\nS11srWzCES3kT0ymcO5wMrtpb7HulNDXwd6PplG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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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Z+airqdDO0YJpE/owbULNa/5fdUxNDXnnncGcPXsDP7/rFBUVY2ZmxJQpw/ny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\ndFg4su6dDlVx8X4GwbE5ODTXwr191Q6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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:down s':(1, 1)\n", "----\n", "s:(1, 1) a:left s':(0, 1)\n", "----\n", "s:(0, 1) a:right s':(1, 1)\n", "----\n", "s:(1, 1) a:right s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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/BtRwuQQEBKqBCsfgEonkCvD6IVEEBATeOIK3R0BAgREELiCgwAgCFxBQYASB\nCwgoMILABQQUGEHgAgIKjCBwAQEFRhC4gIACIwhcQECBEQQuIKDACAIXEFBgBIELCCgwgsAFBBQY\nQeACAgqMIHABAQVGELiAgAIjCFxAQIERBC4goMAIAhcQUGAEgQsIKDCCwAUEFBhB4AICCowgcAEB\nBabS3yarbpLS8zjkE8eJG0+5H5FObFIOaipKtLTVZ3IfG6b0sUFJqeJw7NvOPGbq6lvl5lFSgsIT\nw0t+h8RmctAnljO3EgiJzSQ+NRdDHTVcmxgxZ1gj3J1MS7WTkJrLqv0hnLwRz+OEbNRUlLA112JM\nN2s+HNgQXS3VqlVCBew/GYj3jSj8A+PxD0wgIyufcYObs/OnIVWyI5FI2LL3Ln/s9edh6DMkEmhq\nb8y0Ua2ZMbaNXD3fDYjn8LlHnPOJJDw6haTUHEyNtOjq3IDPp7vStrmF3DUCQxP5xzMA/8B47gTE\nE/1E+vm6/MD5qKjUbDsS8ySdRb94c/pyOEkpOVia6TCklyOLZ3fBUF+z0nYOnApi3c4b3AmIJ7+g\nCLv6Bowb0oLPprqipqYslz8jM48Vm3w5ePoRkTGpaGqo4tKqHl9Md6Vnp4alXuP2wyes2ODLpRvR\npKTnYGGiw0D3Riye3QVzE51XroOyEEkkkmo36uxoKLnxa49y82zwDGfmr3exNNLA3cmU+qaaxKdK\nRZ+WVcCIzvXYu6AD0i8nlc3dsFQO+8aVeuzKwyQu3H3GQBcLji3tVJL+7vd+7PGOoVkDXdyaG2Ok\nq0ZwTCZHrz2hSCxhzYet+HhoIxlbkU+zcP3kIgmpeXRvZUI7B0NyC4o4eyuB4NhMWjXU5+qa7miq\nyz8Ictg3qTgP0GbQFvyDEtDRVsPaXJeg8KRXEvj4uUf4+9hDzIy1GNTTES0NFc75RBAYlsSEoS3Y\n/uNgmfwdR27jun8c7VpY4OJUDx0tNfwD4zlzJQIVFSX+WTOU4X1l72HNn37MXX4OZWURDjZGRMam\nkZtX+IoCr/x3NsIep+A2ZjsJSVkM6eVIYztjbtyLw+vaYxrbGXPln4kYG2pVaOfrn7xYscEXHW01\nRvRpgqGBBlduRnPz/hN6drLlxJaxqKq++NumpOXQZewOAkITae5gSs9OtmRm53P0XAiJKdlsXj6Q\naaNay1zj+IUQRszaT2GhmEE9HHCwNeZReCKeF0OxMtflyp5JNKinX6n7VnL47pZEInGuKF+tteCO\nVjoc8ejIQBcLmRZk+eTmdJjjxYErcRz0iWNE5/I/Rd7a3oDW9galHuv0yUUApve3lUnv286ceaMc\nadNI9jzve8/o8/UV5v3xgFF4qoorAAAgAElEQVRdrLA0fvH2/3F/CAmpeSwe35TF45uWpBcVSei7\n4AoX7j5j3+UYJvayqcztV4rVC3phbaFHIxtDvP2i6DH+ryrbOHTmEX8fe0hDawOuH5iMiZH0Yc/P\nL2LkrAPsPPyAIb0cZQT73uDm7PxpMI1sjGRs/XXkARM+P8oH35zkHXcHmVatfzd7OraxolUTMzQ1\nVGnYfT2PY9Ne8c4rz0cep0hIyuKXb/owe2L7kvS5y8+y5k8/Fqy+yIZl5X9p63mraqCnwc1DU7Fr\nYAhIez4zF59i4+7b/LrzJnOndig5x2PtZQJCExnepzH//DK85CWW8FkW7Ydt5eOlp+nb2Q5rSz0A\ncvMKmb7Ak4ICMfvXjZCp793HHjJu7mFmLznNkY2jq61uoBbH4D1amzHI1VKue2hhpMEHA6Xdm4v3\nnr2y/fsRaVwLSsbKRIOBLpYyxyb3sZETN0C3VqZ0b2VKfoEY38BkmWMRT7MAGOwqa0tZWcSA9tIu\n67O0/Fcub2m4u9riYGtUYS+mPA6ffQTA3GkuJeIGUFNTZukn3QBYv0t2iDN7Yns5cQOMG9ICB1sj\nklJyuB+cIHOssZ0xHVpboalRvcOU8gh7nMKZK+HYWuvz0XjZxmzJx13R1lJl15EHZGWX/3c5fFb6\nueJpo1qXiBtAJBKx/LPuAPy26+a/zpHW65JPusn0UMyMtfl0SgdycgvZut+/JN33dgzxiVk4t7SU\n6/28O6g5Tk3MOO4VUu0vxTrpZFNVlhZLRfnVi7fpZAQAU/vaoqxceYGoFudV+dc5zWykb2JPv6cy\n6WKxhFM341FSgh5ljN1rk6fPpC8mu/qGcsfs6ktfcpdvRpOfX1Qpe6oqr/+3qS68rkcC0NvNTq6h\n0NVRx61tfbJzCrh2N7ZcO08TM4EX9fEyhvqaGOprEB6dSkR0aqXOsWsgTbtwNfJF/mdl55emGyKR\nyJ5THdT+X+lfFBaJ2Xk+CoB+7cxfyUZOXhF/XYhGWUnE+/1sK33e4/hszt99hpa6Ml1bmMgcmzfK\ngcbWOizaEUCv+Zf5YvN95vzuT4sPznEzJIXNn7QttVdQ25gYSocZETGpcsfCix/YwkIx4dEpFdq6\ndieWgNBErMx1aeFY+y+zR+HSXpZjQ/neBkAjW+lLLTgiudTjzzEpHqOXVkep6bmkpOVKrxeRJH9O\ndCn1GpVadv5SrgGU1P/L51QHdU7g87c+5EFkOgPam9PX+dUEvvdSDKmZBfRzNqe+acUOFoC8/CLG\nr7xBXoGYxeObYqirJnPczECDq2u6M6xTPS7cfcZPB0L49UgYj2IyGNXFil5tzF6prDXNgO5SZ+HP\nW/1ITs0pSS8oKMJj7aWS3ynpueXaSU7NYdK8Y4DUN6BcB1rwtExpmfV11Us9/jw9NaP8extYXEdb\n9t4l8iUBSiQSFqy+WPL7udDhRb16rL1EUZG4JP1ZUhZrtl2Xy+/WzhoDPQ1u3HvCkXOPZK6/90QA\n/kEJcudUB7XmZCuNtYdDWX0ghCb1ddkxr33FJ5TB5uLu+YwBpU9V/JuiIgkTf7yJT0ASY7pZ8/lI\nB7k8kU+zGOJxlZz8IjyXdcKtmTHZeUUcuRrH55vvc/TaE3x/7k5DC+1XLndNMPadZuw68oDTl8Np\n3n8Tg3s6oKGuwnnfSJ48y6RBPT2i4tJRKmecn5Wdz9D/7SMkMpkvprsyqn/TMvO+jbi1q8/UUU5s\n3eeP0zubGdG3CYYGmly5GcW9oASa2BkTFJ4kMwxYOqcrZy6Hs/9UEEGDt9Cjoy1ZOQUcPReMlbmu\ntE5fyq+tpcaahb2Z8uUxRnx0gME9HWhkY8Sj8CSOe4XQuqk5dwPjKzU1XBVq/zVczLqjYXyy4R7N\nGuhyYWUXjP7VglaWh5Hp+AYkY22iWeL8Ko+iIgkTfrjBvsuxjO5qxc55zqU6tab8dIv7kensX+hK\n//YW6GmrFjsE7fh2cnPiU/JYuivwlcpckygrK3F04yi+/9wdUyMtdhy6z45D93GwNcJnz0R0taX1\nbGZc+ospKzufd6bv5crNGD6d6sLKeeVPf75J9HU0AEjLyCv1+PN0A12NCm1t/m4gG5b1p7GdMXtP\nBrLpn9vo6ajjtWsC9sWONzPjF71BSzNd/A5OYeb4dmRk5fP737c4cTGU0QObsffX4XL5ASYOa8W5\nHePo7daQi9ejWLv9BlFxafy5chDvDW5R6jmvS51owdccCmXuxnu0sNXj3IrOmBlU/AcpixfONZsK\nnWsFhWLGr5SK+z33+mz/3LnUczKyC/C+n4iRrhqt7OTnKd1bScejt0JLH1/VNqqqynz5QUe+/KCj\nTHpuXiEhkSmYGGrSsBTnT0ZmHu9M38vlm9F8Md21TokboLGddOxd1hg7NFI6ri1rjP4yIpGIGWPb\nMmNsW7lj94MTUFISyS3wMTfRYd3ifqxbLJv/uaOsfct6crbcXW1xd7WVS5/0xdEyz3kdar0FX7n3\nEXM33qO1vT4XVnZ5LXHn5hex63wUykoiplXgXMsvEDP6u+vsuxzLxF4N2PFF6eIGyC+UjrHSswvI\nLxDLHX+WJm0p1Gp4xVZ188/xAPILihj7TnO5Y2kZufSd8g+Xb0bz9f861TlxA7h3sAXgrE84YrHs\ngq2MzDx8bkejpamKa+vy11KUx8Xrj4mKS2dg90boV6InALDz0H1AOv1VGVLTczl2IQRTIy16u1Vu\nWFlZavWJXPZXIF9tfUg7BwPOreiCiX7pzhKQtrZB0RmExWWWmWffpVhSMgvo375851pefhHDl17l\nyNUnTO1rw9a57cod+xjrqdO0gS6FRRKW/S3bDc/NL+K73UEA9Ghde57lgoIigsISCXss7w1PL6UL\nezcgnnkrz2Oor8H8f7XsKWk59J60m2t3Y/H4uAvfzu1eU8V+LextDOnT2Y7ImDTW/2ueevHaS2Rl\nFzB+SAu0tV4M94LCEgkKS5SzVVodPY5NY/rXnqipKrPs024yx8RiCZlZ8vPrOw/fZ8fhe3Rqa83Q\n3o1ljmVkyl8jO6eAyfOOkpqey5I5XVFXr95Oda110beffczinYEoK4no3MKEtYdD5fLYmmszuY90\nZVhsYg7Npp/FxkyLiB39SrX53Lk2vX/5b8H//XqHEzfiMdFXw8pEk6V/yY+du7cypftL89q/fOjE\nO4t9+W73I87dSaBjU2Ny8os4VbwuvVE9bb4c7Vjp+68Mh88+4kjxIoynidL57Kt3YplS7M02NtJi\n1fyeAMTGZ9Cs3yZsrPSJuPiRjJ0+k3ejqaFCc0dTdLXVCApLwvNiKJrqKhzdOIp65roy+Ud8dICb\n959g38AQsUQi421/ztBejWnd7MUsR2JyNl+sOP/id0o2AO9/7Vmy8PTLDzrSxF52+vF1We/RD7cx\n25mz7AwXrkbSxN4EP/9YvK49xrGhEd/96+XUrN9GAMQhC2TS3//6OI/j0mjTzAIjA00io1M5eiGE\ngsIidvw4hFZNZGd0snMKsOi4ht5uDbFrYIiSSITv7Wiu3omlqb0Je9cOl2s0th+6x+qt1+nuYoOF\nmQ5JKTkc9wrhSUImH09qz4fvtavWuoFaFPjzlWFFYgm/HJIXN0C3liYlAq+IwKh0rjxMqpRzLeKp\n9OFLTMtn2V9BZeZ7WeC92prh94s7q/YH430/kfXHwlBWEmFnoc38MY7MG+WIgc6rOQbL4m5gPNuL\nu3vPCY9OLZm/trHSLxF4eYzo14Q9ngH8deQBObmFWJnrMn1Ma776oFPJUsqXiYiRrqYKi0ph6a9X\nSrVpa2UgI/DM7Hy5sgLseClt0ohW1S5wextDbhyayuI13py6HMYJ71AsTXX4eFL7Km02GejuwOY9\nd9h/KoiMrDzMjbUZ2a8JX87oRNNG8mVWV1NmzMBm+NyK5qyPtGFxsDHk27nd+WSyC1qa8iv6nFvU\no6m9Cacuh5GUmoOejjoureqxZflA+ndrJJe/Oqi1zSb/aSq52eS/S/VOFSkild1s8nZ5hQQEBKqE\nIHABAQXmrRK4+xeXUOp38LXteOwMQKnfQS76v/putbqK+7hdKDksf207HmsvoeSwnIvXH1dDqQRq\ni7dK4LVJdb1cFJnqerkIVB91YiVbZdn+hTPZeZXb1vhfZfuPg8jOKajtYgjUEd4qgTcwq951uopI\nZUP+CPw3qFNd9MinWSj1O8iUVTcJjslg7PLrmI/xRLm/dLxcVjc5L78Ij50B2E8+hcagw9hNOsXC\nbQ/Jyy9Cqd9B3L+QX6jxnP2XY+nwsRfaQ45gPPIY737vR2zii22Vz8vkfV+6+kmp38GSf+XZrSki\nY1JRcljOlHnHCI5IYuycQ5h3WIOyo3S8XFY3OS+vEI+1l7B3/w2NZiuxc1/PwtUXycsrRMlhOe7j\ndpV5zf0nA+kw4k+0W/6AsfNq3v3kELFPM+TK5O0n3cev5LC85F95dmubi9cfo+TwXakLeQAadl9H\nw+7rSn5vO+CPksN3bDvgj6dXCG6jt6HT6geM2v3EqFkHCIksf995bVAnW/CwJ9IAh45WOrzXoz45\neUXoaZVeVIlEwshvr+Pp9xQHKx0+GmRHQaGE7eceExCVXu51fj8eztFrTxjsaknXlib4PUpmj3cM\n/uFp3FnfA3U1ZQx0VFk0rgnbz0bxOCGbReNezGHbmtfe1tCw6BRcR27H0daI9wY3Jye3ED2d0pf6\nSiQSRs46iOfFUBxsjfhoQjsKCsRsP3ifgFD5ZZsv8/tftzh6PoTBPR3o2r4Bfv5x7PEMxD8wgTtH\np6GuroKBngaLZndm+8H7PI5NY9HsziXn21rVvSAYr8uhM484eSmMYb0b062DDf6B8Rw4HYTX9cf4\n7JlEYzvj2i5iCXVS4FceJjF/jCPLp7SoMO+u89F4+j2lSwtjzn7fBTVVaadk6cSmdCwOulgWp27F\n47fWnZYNX3Rrx63wY/fFGI5ce8LortYY6KjhMaEZ3vcSeZyQjceEZq91b9XFlZsxzP+wU0nMsPLY\ndeQBnhdD6eJcn7Pb3ysJlrj0k650HLWt3HNPXQrH7+AUWjZ+EdBi3KeH2X08gCPngxk9oBkGehp4\nfNwV7+tRPI5Nw+Pjrq9za3WeYxdCOLpxNO/0eBE34Jdtfnz63Vk+8jjFuR3jarF0stSpLvpzzA3V\nWTyuckEFdpyTTuMsm9S8RNwABjpqLHyv/BVjswfby4gb4P3idex+jyoOYVSbmJtos3hW54oz8mK5\n6LJPu8lEQjXQ02DhzPJtzJ7oLCNugPfHSMMB+917UpUiKww9OtrKiBtg1gRn7BsYcuFq5BuJJltZ\n6qTAnRrqo15KoPnSuBOWhpISdGomv+e3c/Py1z07O8oHIqxvKl27nJJRvRFSqxunJmaV3nl0J0Aa\nKaRTW2u5Y52d65d7rnNLS7m0+sXr16s7vNDbQtf2DeTSlJWV6NxOWpd3Ap7KHa8t6qTALYwqvyc8\nLasAI121UqN8mhuWvf0UwEBbfkOASvEOoH/vL65rWJhW/isYaRm5GOlrlPoBAnOT8v0IBnryf4vn\ndS0ukt8b/1+grDozN5WmlxVhpjaokwKvylYDPS0VkjPyKSzlYYtPqTsVXd1UqY501ElOy6WwsJQ6\nKt6G+l/keRy60uoFpIEYSqOsOosvDlFdVhDI2qBOCrwqtGlkgFgMvgHyUxRXHpbvIa4Kz6O9FBXV\n7Za9NNo0M0csluB7O0bu2JWb0dV2nRd19Ha07Ib60t5JzFP52ZbQx8lltsSXbkTJpRUViblyS1qX\nbZpVHAvwTfHWC3xCT+l46JvtD2XCKaVlFfDt32Xv9a4qxsVBIKOeZVebzTfFhKEtAfjmZ2+ZDxyk\nZeTy7W+l7/d+FYwNpP6LqLjypyfrCk3sjNHTUefIuWASkl60yjm5BcxZdqbM8y5cjeT4hRCZtHU7\nbxIWlYK7qw02VnVnsVGdnCarChN7NWCPdwynbsbT8sNzDHK1pKBQzEGfWNo7GvIoJrNaQtH2aG3K\nvsuxjFh2jf7tLdBUU8bGTIsJveQdLnWNicNassczgFOXwmk5cDODejpQUFDEwdOPaN/KkkfhydVT\nRx1t2XcyiBEfHaB/d3s01VWwsdIvecHUNVRVlfl4Unu+XX+FtkO2MLR3YwoLxZzziaCeuS71zEv3\ncwzq4cDwj/YzrHdj7G0M8Q+M56R3GEYGmqz3KD3aUG3x1rfgIpGIg4tcWfheEwoKxaw7GsbRq0+Y\n2MuGX2dKp3PKWiRTFd7v15D5YxxJyyrgx33BLNoRwNbTka9t900gEok4+NtIFn7kRkFhEet23OTo\n+RAmDm/Jr4v6ApS5SKYqvD+6NfM/7ERaRh4/br7GojWX2LrPv+ITa5Elc7qy/HN3NNRU2LznDie9\nwxjetwmntr6LqkrpMznD+jTm4PqRRD9JZ+32G/jejmF4n8b47p1U7RFrXheFjuhy9nY8fb/24cvR\njnw/teJFM2+MOhTR5eyVCPpO2c2XH3Tk+8/da7s4xdTNiC7bDvgzdf5xtq54h8kjnGq1LP+piC5x\nSTlyaUnpeXy19SEAw9yqN9b020hcfIZcWlJKNl+t8gJg2L8igAooBm/9GBzgs0338Q9Po2NTI0wN\n1Il9lsPJm/EkZ+QzY0BDXBpXHPhe0fns+3P4BybQsa01pkZaxD5N5+SlcJJTc5gxtg0uTsJLUBFR\nCIEPc6tHfEoux68/JTUrHw01ZZo30GNqX5sKP4DwX2FYn8bEJ2Zx/EIIqRm5aKip0NzBlKmjnJg2\nqna7mwI1h0KPwessdWgMXjepm2PwusR/agwuICBQOoLABQQUGEHgAgIKjCBwAQEFpkKBi0SirSKR\nKEEkEj14EwUSEBCoPirTgm8D6tYCWwEBgUpRocAlEskloO6FixQQEKiQahuDi0SiGSKR6KZIJLr5\nLE1xAy0ICLxNVNtKNolEsgnYBOBsry8hU359uEAxUWG1XYK6jbVtbZdAYRC86AICCowgcAEBBaYy\n02S7gatAY5FIFCMSiabVfLEEBASqgwrH4BKJ5N03URABAYHqR+iiCwgoMILABQQUGEHgAgIKjCBw\nAQEFRhC4gIACIwhcQECBEQQuIKDACAIXEFBgBIELCCgwgsAFBBQYQeACAgqMIHABAQVGELiAgAIj\nCFxAQIERBC4goMAIAhcQUGAEgQsIKDCCwAUEFBhB4AICCowgcAEBBUYQuICAAiMIXEBAgam2Txe9\nCl/uDOJWWDrBT7JIzMhHU00ZGxMNhriYM6u/Dca6apWys//qE7wDUvCPSMf/cToZOUWM61KPnXOc\nSs0/Zd09tl+MLddmjxbGnPNwKfl9KSCZLeeiuRORzpOUPLLyirA0VKdlA10+HmBDz1Ymlb/xSpCU\nlsehKzGcuP6E+xFpxCbmoKaqRMuG+kzu25Ap/RqipCSqtD3Pa3GsPRhMwON0ktLzsTTWoJ2DIZ+O\nbEzH5hWX/f1Vfmw9GQFA8I4BNLLSlTl++EoM/3hF4R+WSnxKLrn5YqxNNXF2NGLuqMY4NzaqWgVU\ngv2ngvC+EY1/YAL+QQlkZOUzblAzdq4aVCU7EomELfv8+WPfPR6GJiKRQFM7Y6aNasWMMa3LrOe8\n/ELW7brNHs9AHkUkUySWYGWuQ8fWVvz4pTumRloleT1+vcLSdT5lluHE5lH062pXpXJXhloV+BrP\nSNo21KNXK2PM9NXJyivienAqS/aGsvlcNFeXd6S+iWaFdr47EIZ/ZAY6GspYG2sQFJtVbv4hLubY\nmJZud9elWMLjc+jXRvahv3A/iQsPkujQyAD3FsZoaygT/SyHozcTOHYzgQUj7Fn2rmPlb74C9l2K\nZuaaW1gaa+De2oz6ZtrEp+Ry6HIM03+6wSm/J+xd3AmRqGKRf7nJnx/3BGGsp8YQNytM9NUJi83k\niG8cBy7HsP3LDozvbVvm+cd8Y9l6MgIdTRUycwpLzXPUN5Ybj5Jp39gIS2NN1FSUCIvL5NCVGPZc\njGLjp868P9D+VaujVL77/Sr+QQnoaKlhbaFDUPirfQR3wufH+ft4AGbGWowd2BQtDVXO+UYy0+MM\nV+/Esv2Hd+TOefosk75T93I/+Bluba14f7QTykoiop+kc/pKBJ9Pc5ER+HMmDWuBjZW+XHojG8NX\nKntFiCQSSbUbdbbXl9z4wa3CfLn5RWioKculL/g7mO8PhvFh3wb8Nr15hXa8HiRhbaxBIwstvB8m\n08PDr9wWvCxSswqwmn6BIrGEmE09MNF70YMoq6yxSbm0m+dDYkY+0RvdsTTUqPhChnoVZrlwJ56s\nnEIGutaTaUGeJufQ4aNzRCdks29xJ0Z0rV+unafJOViPOYapvjr+m/ti9lL5vO7E0/PzizS01CZs\nl/xDDPAsNZdW75+mu5MpT1Ny8fZ/VmoLXlb93A9PxWXmWTTUlIk/MAQ1Vfk8clTy44Ne1x5jbaFL\nIxtDvP2i6TFxd5Vb8ENngxkx6xANrfW5vm8iJsWizM8vYuTHhzjuFcb+X4cyvE/jknPEYgnuE/7m\nuv8T9q0dyqAejWRsSiQSxGIJysovRsDPW/ALO96le4cGlS5fWSg1XnlLIpE4V5jvta/0GpT2QACM\n7mQBQOiT8lvi57i3MMbBUrtSrVl57PSOJSdfzPAOFjLiLq+sVsYadGpsiFgM4fHV90XVHm3MGdTJ\nSq57aGGkyQfvSFvCi/4JFdp5HJ+NWCyhQ1MjGXEDuLcxR1dLhWepZX/u+YPVNwFY93G7cq9TVv20\ntDOgqY0eaVkF5V7nVXB3tcHB1ui1/u6HzwYDMHeqS4m4AdTUlFk6pwsA63fdlj3nXDCXb8bwyWRn\nOXEDiEQiGXHXJrXaRS+LYzelD25LG90KclYvW87FADC9d/mt4sskpOVxPSQVdVUlGtfTrqmiyaCq\nIn14VCrxEDlY6aCmqoRfUDKJaXmY6KuXHLt0L4GM7EKGulmVeu62UxEc9onl0NLOGL90XlUIjs7g\nUXQGJvrqWBpXPNx60zxNlDYidtby3Wa7+gYAXL4VQ35+EWrFL7HdxwMAePedZsQnZnHcK5SE5Gws\nTLTp07khVuZlP7dXbsVw88ETiook2Frr09PVRubFUt3UCYGvOhJOZm4RadmF3ApL40pQCq1sdJk/\ntPqdDmVx9VEK96MycKynjXsL4zLz3QxN4/itBArFEmKTcjl2M4G07ELWTmsq1+rXBIVFYnaejQSg\nX3uLCvMb6amzYnorPvv9Ls2nnmSImxXGeuqEx2Vy1DeW3u3M2fCpfE/vcXwWn/x2h/G9bBhSxgug\nNM7desqVB4nkF4iJfJrFsatxAGz+rH2VnIJvChND6UsnIiZN7lh4dCoAhYViwqNTaWIvfS5u3H8K\ngN+9OD5dfoHsnIKSc1RVlfhmphsLZ3Yq9XqLfrks81tdTZnPp7mwdE6X1+6BlkadEPhPxyKIT80v\n+d2vtQl/zmqF6Su2Gq/C5nPRALzf07rcfDfD0li6L7Tkt66mMls/asmEbpUXweswf/M9HkSkMaCD\nJX3bW1bqnE9GNMbWXJtpq26wxTO8JL2RlQ6T+jaU67qLxRImr7yOjoYKv8xqW6Xynbsdzw//BJX8\ntjDS4M95LpUu65tmQDd7dh8P5OdtNxg7sClGBlLBFxQU4bH2Skm+lPTckv8nJGUDMNPjDDPGtObz\nqS4YGWhy/qrUMbfol8tYW+gyeXjLknOcmpjxx/L+dHdpgKWZDglJ2ZzxieCbNZf57verFIklLJ/b\nrdrvr04I/MmWngDEp+bh+yiFr/4Kpu0XPhz7qh1t7eS7TtVNWlYBe32foqYiYrJ7+QL/sG8DPuzb\ngNz8IiIScthwJopJv97DJyiFDR+0qNFyrj0YzOp9j2jSQJcd8ztU+rwf/glkwR/3mT3MgVlDHbAw\n0iAoKp2v/7jP+OXXuBuayg8fvHBI/rz/Ed7+zzi+vAuGlZyqfM6K6U6smO5EVk4hwTEZ/LQviAFf\nXWLplJYsGNesSrbeBGMHNmXXkYecvhJB84F/MLhnIzTUVDh/NZInz7JoUE+PqLh0md6HWCx1TPfq\naMv6xX1K0of3aYyqijJD/neAFRuvyQh8WG/ZGZYG9fR4f5QTbZuZ03HMTn7a6sfcye2rvbteNzwB\nxZgbqDOsgwWnv2lPUkY+k36990auu+tSHNl5RaU618pCQ02ZptY6/DK1GTN612fT2Wj2X31SY2Vc\ndziET9bfoZmNHhd+csdIr3K9m4t3E5i/+R6DO9Vj9cw22NXTQUtDhbaORhxc4oaViSar9z8iPC4T\nkI6ZF269z+R+DRnQod4rl1dbU4U2Dobs+rojfZ0tWPTnfW4EJb2yvZpCWVmJoxtG8P1n3TA10mTH\noQfsOPwABxsjfHaPR1db+jyYvSQ8g+K6H9pbflp0QDc71FSVCY5MJi2jYqdi2+YWuLS0pKBAzNW7\ncdV0Vy+oEy34v7Ex1aSZtQ53IzNITM+v8bHtlvPS7vmMKjjXXqZ/G1M2nY3m4sNkRnas/q7omgOP\nmPvbXVo01Ofcj93lutTlcfya9KHp3tpM7piWhgouTYw4dCWWO6Ep2NXTIeBxGnkFYradimDbqYhS\nbTpOPAHAwSVuDO1cfo8HoG97S07deIr3vWe0b1K2f6O2UFVV5ssZrnw5w1UmPTevkJDIFEwMNWlY\n7HADaNzQiISk7BKhv4yyshJ6OmokpuSQk1uAvm7FL+Ln8+VZOfkV5Kw6dVLgAHEp0refcg07Zq4H\np+IfKXWudS/HuVYescnS8ZmKcvWXdeXuQL7aco/WjQw480N3GS94ZcgrKAIoc4rqebpasWfe1kKb\nqf0blpr3xPUnPE3OZVS3+uhqqWBrUblZg9hE6fRhTdRPTfKPZyD5BUWMfUd2aNGzoy2Xb8bwIPgZ\nYwY0lTkWn5hFYkoOOlpqmBhW3N0uKCjidkA88MJrX53UmsCD47Iw11dDX1tVJl0slvDNPyEkpOXT\nqbEBhjrS4wWFYsLis1NP9SMAAAykSURBVFFVFmFfyQerMmwqdq5N71V+6+0XkoqLg/wfIOxpFt8f\nDANgYFv5VvJ1WLbzIYu3PaCdoyGnV3Yrt1teUCgmLC4TVRUl7OvplKR3aWnK+sOhbPYM54N37LEy\nffHQnbz+BJ+HiWioKdOpeLlq60aGbPncRc4+gPvcCzxNzuW7aS1lFrrk5RcRFJ2Ok738aqwbQUls\nPB6KspKIfrXoaCsoKCIsKhVVVSXsG8iWMz0zDz0d2bq9GxjPvB+8MNTXYP50WX/H1JEt+WHLdX77\n+w5TRrQqEWZRkZh5P3gBMLJfY1SKX5oZmXnEJWTS2E62AcnPL+LT788TFZdOEzsjnFtUf/3UmsBP\n3E7g67+D6dzEEFszLYx1VYlPzeNSQDLh8TlYGKiz6cMXTqvY5FyazbmMjakmEb93l7F12C+eI37S\nt+DT4hbpanAKU9ZJx/DGumqsmtRErgzp2QXs9X2CuqoSk7qX7wXvu+wGZvpqtGmoh7WxJoViMeFP\nszl1N5HCIgmz+tvQ26n61qNvPx3B4m0PUFYS0bmlKWsPhcjlsTXXZnI/aWsbm5hDsyknsTHXIuLv\nFyu5RnatT6+24Zy7HU+zqScZ5maNebGT7fi1OCQS+P79Vq88zw2Qk19EmxlnaGWnT4uG+liZaJGd\nV0hQVAYX7kj/Lj/McKJJg4pX8FWFw+eCOXJOWi9Pn0nns6/ejWPKfE8AjA01WfVlDwBi4zNpNmAL\nNlZ6RFz4n4ydPlP2oKmhQnMHU3S11QgKS8LTOwxNdRWObhhBvX/Na1tb6LF+cW+mfnWCNkP+ZFhv\nRwz1NfD2i+JuYAKOtkb88EX3kvxJqbk0G7AF5xaWNLU3xsJUm2fJ2Vy8HkVETBomhpr8vXpwjUwj\n1prAe7UyIfRpNj5BKdyJSCc1qxBtDWUcLbUZ39WKjwfYYFRJD+7diHS5zSPh8TmEx0vTbEw1SxX4\nX5fjyMotYqybZYXj/CVjHDjrn8i14FSepSdQJJZgbqDO0PbmTOtlTd/WppW888oR8VT6wBaJJfxy\nILjUPN2cTEsEXhZKSiI8v+/K+iMh7PGK4pBPDNm5RRjpqTHAxZLZwx3p41zxfHp5aGuosHRKCy75\nP8Pb/xmJaXmIRCKsTDQZ38uGmUMc6NC0+sfedwMT2H7ogUxaeHRqyfy1jZVeicDLY0Tfxuw5Echf\nRx+Sk1uIlbkO00c78dUHrlhblP5SmjSsJTb19Fm56RpHL4SQlVNAA0s9Pp/mwtcfdsRA74WfxMhA\ng4/Gt+PGvThOX4kgOS0HNVVl7OsbMG96B+ZOaY+Zcc0skqrVtej/WSqxFv0/TSXXov+XeSvWogsI\nCNQsgsAFBBQYQeACAgqMIHAFIvJpFko99zBl5fXXslNQKGbxtgc4TvREo98+lHru4f/t3XlQVfcV\nwPHveYhRRMNDKy5EQhAwMTG4RJPq6LhlrCYNuFRTbTKxozOJxiWZdpJ2JiUTo0kX2ywmGbUWo9Vq\nIzYqEhXFKkYtKFpRgoICEhUUxQ038Nc/wOXlPeRVHryF85lhhncv93HmDoffve/+zvn9K63IRVGq\nhqQJruz86Z85vLfkIB1aN+fNMdG881JXunRq5bJ/IKrheOxMNuU+SbtOENi8CRt/P8CmA0v+Keca\ncCjPoSO4snOi9AqtWzV1rr2S8mhem+Bbs0qxjE4mfoX9DC+A8Fe3Ev7q1tuvE1KLsIxOJiG1iKQ9\nJfT9zU4Cx28k+OVNjPnjXo442R7KG5VfrWDOskN0n7yBwBFf0XLEKn48NYXlWwpsfu6VD3djGbyC\nYycvU1BcjmXwCiyDVxD+87XEL87ikfHrAFi8Mf/2PsvgFTUWpXi6rbsLsUR/SPwnaQ73hw/6nPBB\nn99+nZB4AEv0hyQkHiBpax59xy0hMGYuwU/9hTHTVnMk//6aPtanRneJvnp3McmZp4nrHcKArsHs\nz7/Iql3FpGadZcf7TxPdMbD2N/EiZZeuM/jNVDJzy+gRaeWVYeHcvAkbM04x/v1dHMy/wKyJVXXL\nL/TtSFi7Frdnzk0fVVUOGRToT0yElbKR1/k48QhPRgTZdHmJ6ez6IglPtnrjYZK3HyVuSCQDendi\nf3YJqzYcJnV3ITuWT7Cbc+5OjS7B12aUsOatnjzX605hyEdJ+cz8WzZTFhyy6YXuC2bOyyQzt4wP\nJnXj1+PuVD5dvV5J3DtpzFl2iNH9Q4npbCW2Xyix/UJZvKFqRI5/2baBxcPtWvBx4hFiIoLs9jUm\na1NzWfPFKJ4beKfh4keLM5g5ezNT3t1EyuJxboz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/BtRwuQQEBKqBCsfgEonkCvD6IVEEBATeOIK3R0BAgREELiCgwAgCFxBQYASB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\na1NzWfPFKJ4beKfh4keLM5g5ezNT3t1EyuJxboz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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 0) a:down s':(1, 0)\n", "----\n", "s:(1, 0) a:down s':(1, 0)\n", "----\n", "s:(1, 0) a:up s':(1, 1)\n", "----\n", "s:(1, 1) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:left s':(0, 2)\n", "----\n", "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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rp0mvT2waLbt+hF1zM6IDfnhyfTaf5dM1B+jb04mWdmaYGuuRkpbDZd8QIqPTsLI05OLh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\nf4K37oRo2hq0PK8tOMz+Y7EX8Na/ddMzcIO6H8y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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 0) a:right s':(2, 0)\n", "----\n", "s:(2, 0) a:left s':(1, 0)\n", "----\n", "s:(1, 0) a:up s':(1, 1)\n", "----\n", "s:(1, 1) a:right s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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AhREELiCgwlT722S1TVp2EYd94znhn0hgZBbxqQVoaajR1smY6UMcmTHECTW1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\nrutvSaXSLlWWq3aLdYAywQC83lM2ojx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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 0) a:right s':(1, 0)\n", "----\n", "s:(1, 0) a:right s':(1, 0)\n", "----\n", "s:(1, 0) a:right s':(2, 0)\n", "----\n", "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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MIHABgUaMIHABgUaMIHABgUaMIHABgUaMIHABgUaMIHABgUaMIHABgUZMtb9N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\nWpqItlbxi+o2JaTqKvFowuJqbqb2a2sHT2ajGfR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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 0) a:up s':(1, 1)\n", "----\n", "s:(1, 1) a:right s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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CwAUEmjCCwAUEmjCCwAUEmjCCwAUEmjCCwAUEmjCCwAUEmjCCwAUEmjA1/jZZ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\nKo/TCtm3oCPjultUxM3fFsy6kzGMdTX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CwAUEmjCCwAUEmjCCwAUEmjCCwAUEmjCCwAUEmjCCwAUEmjCCwAUEmjA1/jZZ\nXZOWXcRBv3iOX08kMDKbuLQC1FSUaG+nz7RBtkwfZIuSUvXu2Leejua9n25WmUZJCUqPj634+1Fc\nLgf84jh9M5lHcbkkZRZiqKOGW2sj5o9xxKOjqcJykjMLWbX/ESeuJxGdnI+aihJ25lpM6GvN7OEt\n0NVSrV0nvCD7T4Zw8fpj7gYnczckmZy8Yt4d2ZYdq0bWqhyJRMIf++6yed897oelIpFAG3tjZrzZ\ngZkTOins/+zcItbvvMW+EyFExWUhkUhobqnHqP5OzJvigqmRVl1dZo2Jjc9kyQ/HOekTTFpGHs3M\n9Bk9pD1LPxmCoUHN2/OP9x3WbbnM7aBYikvE2Dc3ZtI4Fz6d5YGamrxUcnIL+X79Wf7xvktUbDqa\nGqq4drLlizme9O/dSmEdt+495rv1Z7l0NYyMrAIsTHUZMdCZpZ8MwdxU74X7oDJEEkndfwrPpaWh\n5Po6zyrTbPCOYM66OzQz0sCjoyk2ppokZUpFn5VXwrheluz9ujvSLydVzp3wTA75xyuM872fxvk7\nKQx3teDo8p4V4W9/F8Cei7G0ba6Lu7MxRrpqhMbmcuRqAuIyCWtmd2DeaEeZsqIS83Bb4ENyZhH9\nOpjQ1cmQwhIxZ24mExqXS4cW+lxZ0w9NdeXqO6iFU/VpqqDzqD+5G5KMjpYa1hY6hESkv5DAJ316\nlF3HHmBmrMVIT0e0NFQ56x9FcHgak0c5s+3/Rsikz8opovv47YRGpePSzgL3rtYAXL7xmFv3k7C2\n0OX6P1MxN9F+qesT6VrWOG14VCo931hNcmouowa3p7WjGQF3Yrjg94hWDmb4HV6AsVH17fnqu6N8\nt+4sOtrqjBveESMDLS5fC+fG3cf079WSE3/NRlX16W+bkZlPr9E/8yA0EedWFgzo3YrcvCIOnwok\nNT2PP1ZNZMY7PWTqOHYmiLHvb6G0tIyRA51paW9GSFgS3uceYGWhj9/h+TS3NqpZH1nOvymRSFyq\nS9dgI3hLKx0Oe/VguKuFzEjx7TRnus+/wD++8Rzwi2dcr6o/Rd7JwYBODgYK43ou8AHgg6F2MuGD\nu5rzxZst6ewom+/ivRQGfeXLF5uDeLO3Fc2MNSviftj/iOTMIpZOasPSSW0qwsViCYO/9uX8nRT2\nXY5lygDbmlz+S/HTl55YW+jiaGvIxYDHeE7ZXesyDp4JZdexB7Sw1ufavimYPBl5i4vFjJ93kB2H\n7zNqgBNjBz0diTbuuUNoVDrTxrZny3eyX6+avsibbQeD+P3vOyyZ6/5yF1gL5ny5j+TUXNauGMfH\nM/pUhH/idZDVG334euUxNqyaQm1SAAAgAElEQVScUGUZt+495rt1ZzHQ1+Tmyc+wtzUBpDOcOV/u\nY8N2P9ZtucQnszwq8nj9eIIHoYmMHdaBPRumoaIiFf+3X47AZcgqPl78D4P7tcHaUnqPFRaW8P5n\nf1NSIuafP95j7LCOFWXtPniTdz7aztyv/+HItg/qrG+gAdfgnp3MGOnWTG4aaGGkwazhLQDwuZfy\nwuUHRmZxNSQdKxMNhrs2k4mbNshWTtwAfTuY0q+DKcUlZfgHp8vERSbmAfCGm2xZysoihnWzACAl\nq/iF21sbPNxscbIzqnZ2UxWHzoQC8Ml7rhXiBlBTU2b5/N4A/LLzlkyeiMfSz/qO9JSd3TwblpKR\n/8Jtqi3hUamcvhiCnY0RH03vJRO37LOhaGupsWP/DfLyi6os59DJQADef7tHhbgBRCIR3y6SzmJ+\n2XpZJs/BE/cAWP75sApxA5iZ6PLJLA8KCkvY8vfVinD/G5EkpeTg0tFGRtwAb4/pSse2Vhw7e5/o\nWNn77mVplEY2VWVps1SUX7x5G09EAvDeYDuUlWsuBNUnaVWey9PWVro+8g5IlAkvK5Nw8kYSSkrg\nWcnavTGSmCp9YNlb68vF2dtIH36Xb8ZSXCyuCHd2kt783j7hcnmOXZCGDehhV9dNrZQLftJv0A/q\n2xolJdl7RVdHA/du9uQXFHP1ZlSV5SSmSD93b29rLBdnaKCFoYEWEdFpRMakPZMnR5qnuXye8rBz\nvqFP0yc/qaO5iVz68rolEgnnn8lTFzTYFL0ySsVl7DgXA8CQruYvVEZBkZi/zj9GWUnE+0Psapwv\nOimfc3dS0FJXpk872R/iized8L6WwJLtD/C5l0JnBwOKS8s4cyuZxIxCNi3oonBW0FgxMZQuPyJj\ns+Tiykfq0tIyIh5n0tpBesO+/2ZH/j4WzJb99wgKTaFnF+nyyfdGLA/C0/jvf/owasDL2Rdqw8Pw\nZABa2it+sDq1MOX0xRBCI1IqNXoBmDxZoz8r4HIys/LJyMyvqK/FE/GaGGmTkJRN5ON02ra0kMkT\n8aSc8vZJ0+tI63gsXwdARLR8nrqg0Y3gi7bcJygqm2HdzBns8mIC33splszcEoa4mGNjWjMralGx\nmEkrr1NUUsbSSW0w1FWTiTcz0ODKmn6M6WnJ+Tsp/PjPI9YdDudhbA5v9rZiQGezF2prQzGsrwMA\nq7deJz2zoCK8pESM11rfir8zsgsr/l9DXYVz2ycyc0InAu4lsGbrDdZsvcGNoESG9bFn9CsUN0BW\njrTd+rqaCuP19TQAyMwuUBhfzvD+zgBs2nWFqGcEKJFI+Pp774q/y4X+bJ6lq04gFpdVhKek5bJ6\no480fdbT9O6uLTDQ1+T6nRgOP1kSlLP3yG3uPoh7kqfqttaWRjWCrz0Uxk//PKK1jS7bv+j2wuVs\nejI9nzmsRY3Si8USpvxwA78HaUzoa81n4+Vv1KjEPEZ5XaGgWIz3ip64tzUmv0jM4SvxfLYpkCNX\nE/Bf3Y8WFi9nQX5VTBzehp2H73PKNxLn4Zt5o78jGmoqnLsSRUJKHs0t9YiJz5axkaRlFDB+3kFC\nItLZvfqNiun42StRLPjfOdze3MHZbRNw7VBzK3hjwN3Vnhlvu7F591U69F/JuGEdMTLU4vK1CO4F\nx9Pa0ZyQsCSZvlj++VBO+QSz/9gdOoUl0b9XS/Lyizl8KhArC31i4jJklg3aWur8vHws0xbsYuz7\nm3ljUDucWpgSEpbMsbP36eRsxZ37cTV6NVwbGs0Ivv5IOAs23KNtc13Or+yN0XMjaE25H5WN/4N0\nrE00K4xfVSEWS5j8f9fZdzmOt/pYseMLF4XGq+k/3iQwKpv9i90Y2s0CPW3VJwZBe/47zZmkjCKW\n7wx+oTY3BMrKShzZMI7vPu2LqZEm2w8Gsf1QEE62RvjtnoSutrT/zZ4xwH228jwXAx7z+/LBTBjW\nBmNDTYwNNZkwrA0blg0mN7+YhT/4vLJrKB+5y0fy58l6Mvsw0FM8wj/LplUT+f3/JtDKwYy9R+/w\n+w5/9HQ08Nn/MQ520mm5mYluRfpm5vpcP/EpH03rTU5uEb9u88X73H0mvNGZfRunS9Mb68jUMeVN\nV87t/YiBfVrhcyWMnzdfJCYug61r3uHdsS4K87wsjWIEX3MwjE9+v0c7Oz3Oft8LMwONFy7rqXHN\ntlrjWklpGZNWSsX9jocN2z5zUZgnJ7+Ei4GpGOmq0cFe3ijl0UG6BrwZlvnC7W4IVFWVWTjTjYUz\n3WTCC4tKeRSVgYmhJi1sntoVyg1pHt2by5Xl4SYNuxmUVI8tlqWVg3RZFBqh+G3Lo0hpeGVr9GcR\niUTMnNSTmZN6ysUFBiegpCSiS3trmXBzUz3Wfzue9d+OlwkvN5R166Sgn9yd8HCXnyFOmbez0jwv\nQ4OP4Cv3PuST3+/RyUGf8yt7v5S4C4vF7DwXg7KSiBnVGNeKS8p463/X2Hc5jikDmrP9c8XiBigu\nla6xsvNLKC4pk4tPyZK+hlFTafDurBP+9g6muETMxBFtZcKLnljUUzLkR8yUdOl6U03t1fVBuVBO\nXwyhrEz2d8nJLcTvegRammq4dbV74Tp8/B8RE5fB8P7O6NdgJgCwff91AN4Z07VG6TOz8jl6JghT\nYx0G9mn9wm1VRIPekSv+CubLLffp6mTA2e97Y6KvXmnaktIyQh7nEB6fW2mafZfiyMgtYWi3qo1r\nRcVixi6/wuErCbw32JYtn3Stcu1jrKdOm+a6lIolrNglOw0vLBbzv90hAHh2anyvyUpKxISEpxEe\nkyEXl50r/374TnASX/zfBQz1NVj0QXeZuN4u0hFs+Xo/ysqe7oAUi8sqDHP93ep/o085DnYmDOrb\nmqjH6fzyp69M3NJVJ8jLL2byeBe0tZ7eVyGPkgh5JD/LyM4plAuLjk3n/c/+Rk1Nmf8ulN3YU1ZW\nRm6efP/t2H+d7fuu09OlBaOHtJeJy8mVryM/v5ip8/8iM6uA5Z8PRV29bifVDbZVdduZaKb/eBNl\nJRFzRzmgryV/YXbm2kwbJL1hohLzsJ92ClszLSK3D1FYZp9PL+J7P43DXj0Y+dyGlGd578cbbD0T\ng4m+Gh+OsEeRtPt1MKXfM++1z95KZsRSf4pLyuje2pAebYwpKBZz8sm+dEdLba6s6YexXuUPqQpe\ncqvqobOhHD4rfQecmJLHKd9I7G0MKgRobKjJqoXS/o+KzcK+/wZsrfSIPP+hTDlub25HU0MFZydT\ndLXVCAlPw/tiOJrqKhzZMI6+rrLTxcCHKfR59y+ycopwdjLB44mYz1+J4kFYGiaGmvjvmYyjreFL\nXd/LbFVt42TOtdvRXPB7REt7M/yPyG5VFVnOB0AS/7NMOW/O/JPo2HS6tLfGyECLyJh0jpwOoqRU\nzI61k5gwqotM+ty8Isw7LGZgn1Y42BmjJFLC73oEV25G0cbJnLN7PsLSQnY5t37LJX78/QL9ejjS\nzFyPtAzpyJ2QlM389/uyZvlYakqj36pavjNMXCbh54NhCtP0bW9SIfDqCI7Jxvd+Wo2Ma5GJ0ulk\nalYxK/4KqTTdswIf0MWMgJ89WLU/lIuBqfxyNBxlJRH2FtosmtCSL95siYHOixkGa8ud4GS2HQyS\nCYt4nFnx/trWSq9C4FUxbnAr9hwP5q8j9ykoLMXKXIcP3urIl7PcsLaQP/jQvpUptw5OY+Wma5z1\nj2Lj33cQicCmmR4fTerCopluWJnrKqip/nCwM+HGic+eHDYJ4fj5BzQz02P++31rddhkxABnNu70\nZ9+xO+TkFmFuosv4ER1ZNHcAbZzk7yd1NRUmjuqMb0AkZy49BKTv3f+3aDgL3u+Hlpb8veDSsTlt\nnMw56RNCWkYeejoauHZuzuYf32aoZ1u59HVBg43g/2pecgRv6tRmBP+3UtMRvGlYhQQEBBQiCFxA\noAnzWgnc4/NLKA058NLleO14gNKQA/jcffHTao0Vj8m7UGq18qXL8Vrni1Krlfhci6mDVgk0FK+V\nwBuSunq4NGXq6uEiUHc0ip1sNWXb5y7kF4mrT/gvZtvKEeQXlDR0MwQaCa+VwJubvXp/X68bzS3r\n3q+XwOtLo5qiRyXmoTTkANNX3SA0NoeJ317DfII3ykOl6+XKpslFxWK8djzAYdpJNEYewn7qSRZv\nvU9RsRilIQfw+PxSpXXuvxxH93kX0B51GOPxR3n7uwDiUp9uxSxv08XAVACUhhyo+FdVufVFVGwW\nSq1WMn2RN6GR6UxccBjzHutQbi1dL1c2TS4qLsVrnS8O/Teg0W4V9p4bWLz6EkXFpSi1WonH5F2V\n1rn/ZAjdx29Hu+OPGLv+zNv/OUxcUo5cmy4GPAZAqdXKin9VldvQ+Pg/QmQ5H69VJxTG27kuw851\nWcXfW/dcQ2Q5n617ruF99j49R65G2+FzDNssYvwHW3gUUbdnueuCRjmChydIHRy2tNLhHU8bCorE\n6CnY6QbSM7vj/3sN74BEnKx0+GikPSWlEradjeZBTHaV9fx2LIIjVxN4w60ZfdqbEPAwnT0XY7kb\nkcXtXzxRV1PGQEeVJe+2ZtuZGKKT81ny7tO9wnbmDXc0NDwmE7e3ttPSzoh3RraloLAUvUo22kgk\nEsZ/fAhvn3Cc7Az5aFIXSkrL2HYwkAdhqVXW89uuWxw5H8Ybno706WZDwL149hwP4W5IMrcPT0dd\nTQUDPXWWzHVn28FAouOyZXyy2VnJH8553Tlw/B4nLjxgzNAO9OvpyJ37cfzjfZcL/o/wP7yAVo4v\n5segPmiUAve9n8aiCS35dnq7atPuPPcY74BEercz5sx3vVFTlU5Klk9pQ48nThcr4+TNJALWetC+\nxdOb8N3vA9jtE8vhqwm81ccaAx01vCa35eK9VKKT8/GaXD87jmqL781YFs1y49tP+labdufh+3j7\nhNPbxZozf05ETU3qQ2z5vF70eGtHlXlPXo4kYP9U2rd6uqvv3U+PsPtYMIfPPuKtYW0w0NPA6+Ne\nXAyIITouG6+Pe1VR4uvP0TNBHN32ASMGPr0/f/7DhwVLDjLnq32c2zu3AVsnS6OaopdjbqjO0nfb\nVJ8Q2H42GoAVU50rxA1goKPG4neqPpnz8RsOMuIGeH+o1ElEwEP5wxmNCXMTbZbW0Hvp9kPSba0r\nFvSpEDeAgZ4Gi+fIH498lo8nd5URN0hdNwEEBCbUpslNBs9eTjLiBpg7vQ8Odiac931U544TX4ZG\nKfCOLfRRV6uBf3HgdngWSkrQs628P+lezood3JXj0lL+UISNqfRIYEbOq/GQ+qJ0bG2KugJn/Iq4\nHSz1RtKzs7wL6l5drRXkeIpLe/l92DbNpIa8jCz501H/Bvq6yXuVVVZWoperPQC3A2NfdZMqpVEK\n3MKo5mfCs/JKMNJVU+iB1dyw6pNdBtryXyJReXJs9NnjkI0RC5Oae/7IyinCSF8DFQXn1av7SIGB\nrvxvUd7Xjb2P6gtzU8UHaiyehGcpOHraUDRKgdfGK5WelgrpOcWUiuUdMSRlVO0P+3WmNi7R9XTU\nSc8qpLRUQR89cZ/8b6TcB4Ciewcqd9aYlJKjMLzclbK+godiQ9EoBV4bOjsaUFYG/g/k1z2+96u2\nENeGcm8vYvHrN2p1bmNOWZkE/9txcnG+N+tuOqn8xMmguBLBNDYM9aX7Kh7Hy9tbwiJTyKpE4Bev\nyh9vFovL8A2IAKBz+6qXPa+S117gk/tLnRJ8s+2+jDulrLwS/rur8rPetcX4iRPImJRX9+WOumLy\naKmL32/WXJL5kEFWThH//dW/zuoxfuJuKya+6teTjYXWjubo6Wpw+FQQyalPR+WCgmLmffNPpfnO\n+z7i2BnZ8/jr/7xEeFQqHu5O2Nbw+2Kvgkb5mqw2TBnQnD0XYzl5I4n2s88y0q0ZJaVlHPCLo1tL\nQx7G5taJK1rPTqbsuxzHuBVXGdrNAk01ZWzNtJg8oG6d5NUHU0a3Y493MCcvR9J+5GZGejpSUlLG\ngdMP6da+GQ8j01F6ic8glePZw459Jx8y7uODDO3rgKa6CraWekweXf3rzoZAVVWZ+TP6smLNKToP\n+oExQzpQKhZz5tJDLM315TyylDNyYDvGzNjMmKEdcLQz4c79OE6cD8bIUItfv33zFV9F1bz2I7hI\nJOLAEjcWv9OaktIy1h8J58iVBKYMsGXdnE4AlW6SqQ3vD2nBogktycor4Yd9oSzZ/oAtp6JeutxX\ngUgk4sAvY1k8pyclJWWs33GLI+cfMWVMe9YtGQhI1+kvy/tvdmDRLDeycor44Y9rLPn5Mlv+uffS\n5dYnyz4fyndfjkBDXYWNf/lz/NwDxg3ryKldH6KqovhNzthhHTi4eQaP4zP5+Y9L+N+IYuywDlw5\n8h9aOzWeTS7QxD26nLmVxOCv/Fj4Vku+e68RjSKNyKPLGb9IBr+3l4Uz3fju0+o3zbwKGqtHl617\nrjH9P7v4c/U7TJvQvfoM9ci/yqNLfJq8MSQtu4gvt9wHYIx747xhXiXxSfKW37SMAr788SIAYwY2\nnoeOQN3x2q/BAT7dGMjdiCx6tDHC1ECduJQCTtxIIj2nmJnDWuDaqvEYPRqKT78/z92QZHp0tsLU\nSIu4xBxOXI4gPbOQmRM6vXafGxKoGU1C4GPcLUnKKOTYtUQy84rRUFPGubke7w22rfYDCP8Wxgxs\nSVJqPscuhJOZU4iGmgrOTia8N74DM8Z3aOjmCdQTTXoN3mhpRGvwxkhjXYM3Jv5Va3ABAQHFCAIX\nEGjCCAIXEGjCCAIXEGjCVCtwkUi0RSQSJYtEoqDq0goICDQuajKCbwUUf85TQECgUVOtwCUSySWg\n8figERAQqDF1tgYXiUQzRSLRDZFIdCMlq+k6WhAQeJ2os51sEolkI7ARwMVeX0LGv9dTSLWoRjV0\nCxo1Er3Mhm5Ck0GwogsINGEEgQsINGFq8ppsN3AFaCUSiWJFItGM+m+WgIBAXVDtGlwikbz9Khoi\nICBQ9whTdAGBJowgcAGBJowgcAGBJowgcAGBJowgcAGBJowgcAGBJowgcAGBJowgcAGBJowgcAGB\nJowgcAGBJowgcAGBJowgcAGBJowgcAGBJowgcAGBJowgcAGBJowgcAGBJowgcAGBJowgcAGBJowg\ncAGBJowgcAGBJowgcAGBJowgcAGBJkydfbroRVi46yE3I7IJTcgnNacYTTUlbE00GeVixtzBzTHW\nVau2jLScYg5eT+b47RQCH+cQl16EmooS7ZvrMK2vFdP7WqGkJJLLl1NQyvdHIjkQkERUSgGaakq4\nOujz+cgW9G9nrLCuW5HZfH84gkvBGWTklWBhoM7wzqYsHeeAuYH6S/eHzHVlFXHQN5bj1xIIjMwi\nLrUANVUl2rfQZ9rgFkwf0kLhdVWG99V41h4I5UF0NmnZxTQz1qCrkyH/Gd+KHs4mCvOIxWX8eTKS\nHWeiCYzMpLC4jGbGGnRrZcTyae1paaNbkfbSvWT+8I7gdlgGCWmF5BWW0sxYk/Yt9Jk3tiX9u5i/\ndJ88z/5zEVy8Fc/d0DTuPkojJ6+Ed4c4smNF/1qVI5FI+ONQCJsPh3A/Ih2JBNq0MGDGqDbMHNNG\nYT9n5xazfl8Q+85EEJWQg0QCzS10GNXXjnkT22FqqClT/qkrj/H2i8H3diLRiTkUFImxtdBhSE8b\nvpzWGXNjrZfuD0WIJBJJnRfqYq8vuf5tj2rTqU86TZcWerSx0sFMX428QjHXwjK5EZGNpaE6V1Z0\nx8ZYs8oyNpx5zJwtD2hmoI6HsxE2xhokZRVz8HoSWfmljHM1Z++CjohET3+kjNwSentd40FcHs7W\nOvRvZ0RukZgjN5JJzSlh00xnZnhYy9Rz7FYy4366Q2mZhJFdTHFqps3D+Dy8b6dgZaiB7zJXmptU\n3dYKzAyqTbLhaBhz1tykmbEGHp3MsDHTJimjkIOXY8nKK2Fcb2v2Lu0pc12VsXDjXX7YE4Kxnhqj\n3K0w0VcnPC6XI1fiKRWXsW1hdyYNtJPJk1tQwuhvfDl/O5lOjgb06WCKhpoy8akFXA5MYd3HXRnR\nw7Iivde2IP7wjqB7GyOsTLXQ1lDhcXIeR/zjyS0o5etJbVkxvX3N+kev+v4B6PzOfu4+SkNHSxVr\nM21CojJfSOCTFp9j16kwzIw0GdnbFi0NFc4GxBIcmcnkYU5sW+Ypkz4rt4juUw8SGpOFSxtT3DtZ\nAHD5dgK3QlKxNtPm+vaxFaItLCpFq9dm1FSV6NO5GR2cjBGXSbhwI457j9IxN9Lk0qZRODXXr3Gb\nlbr9flMikbhUl65BBV5YLEZDTVku/Os9j/juUASzB9jw64y2VZZxPiiNvCIxwzubyjxpEzOL6L74\nKo/TCtm3oCPjultUxM3fFsy6kzGMdTX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7H3LiehLRyfmoqihhY6bJhP4tmD2iFTqazWp3EZ6T/SeDuXj9EXceJHMnOJmc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\nUK/Iu3AriYGfedPKQovwv0fK1Htn9RV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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 1) a:down s':(0, 0)\n", "----\n", "s:(0, 0) a:up s':(0, 1)\n", "----\n", "s:(0, 1) a:up s':(0, 2)\n", "----\n", "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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0b2PMnCmdmf9qV5SU5N3h5+aX8ONvN/n7RBixD3OQSCS0ttJj3GBHlk53xdRI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\nNLf20X/N95tdzQnvKiSDg0Mcrv8vAMuzrS+0eKe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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(2, 0) a:up s':(2, 0)\n", "----\n", "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:right s':(2, 1)\n", "----\n", "s:(2, 1) a:right s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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JHZn7cmeUlOTd4efkFbPxj1v8cyKUmPhsJBIJraz0GDuoDYumuWFqpFVft1lr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\njXSoVf6KmriVsQZfTnaqVZ4bUdl8eSS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qavLPQ1ZWHt9tOMnBY75ExiSjqaFG104OfLZgOAP6tFZ4jdv+kaxZf4LL14JJ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\nck53bCzkFxm1bWHKbfdprN1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9H7Ky8vh23QkOHvMjMiYZTQ01undpwafzRzKof1u517gdEMmaX45z6WoIaek5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\ndHj/9Y58Pqcn1uaygz3tnZp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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 0) a:left s':(0, 0)\n", "----\n", "s:(0, 0) a:left s':(0, 0)\n", "----\n", "s:(0, 0) a:left s':(0, 0)\n", "----\n", "s:(0, 0) a:right s':(1, 0)\n", "----\n", "s:(1, 0) a:up s':(1, 1)\n", "----\n", "s:(1, 1) a:right s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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KMX95SXuTsb1a1Vq+steOTimUy4tKLnxgU0JUSiEdanmg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\nIijYXkvp/nPkzE6hLD/z9r5k/5U9O5miTzLwNLa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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 1) a:right s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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w8OPUKV+srMx4//1Xn2iziampEVeu/MHq1ds5evQCly/fwtTUkNmzxzWpzSZCyKZGQAjZ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\nz15ylhI3gIqKiBWvONe7rU/KYFcbxg1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1vqeWYW5mUKOdz9bs56ufjmOgr8OkMV0wMzXg8pVwAgKjGdS3Naf+WYSm5mOR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\nH6chUQ6Bn44jOaek8vewtub8NasVTQy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mgTWW0xx/nK5ORrRpoY+5oQb5ReXcCMvE/0EW1qZaXPu2P7bNtGu0E5mYj9sH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\noxhdDRU62OrRv5UxqgrmTm2bS+2eCUr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mgTWW0xx/nK5ORrRpoY+5oQb5ReXcCMvE/0EW1qZaXPu2P7bNtGu0E5mYj9sH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\noxhdDRU62OrRv5UxqgrmTm2bS+2eCUr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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 1) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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tpPQa10MT+eTbY1y4FE1efgnWlsZM9OrBmnemYGVp/NB1UBciqbTpP/Tm4Woi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\nwq5J7q2pqaqW8JufrDUZ26tNg+lrWu2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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 0) a:left s':(0, 0)\n", "----\n", "s:(0, 0) a:up s':(0, 0)\n", "----\n", "s:(0, 0) a:up s':(0, 1)\n", "----\n", "s:(0, 1) a:right s':(1, 1)\n", "----\n", "s:(1, 1) a:right s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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86kpauNgo5LkRFMN3vx3l/MUwsrILsG1iyktDO7Hk0zHYNDGt+YPXggYT+B6/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\nfimnQ7OISCvkFY8mjGpvVe29N11KplQ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86kpauNgo5LkRFMN3vx3l/MUwsrILsG1iyktDO7Hk0zHYNDGt+YPXggYT+B6/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\nfimnQ7OISCvkFY8mjGpvVe29N11KplQ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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 1) a:right s':(1, 1)\n", "----\n", "s:(1, 1) a:right s':(1, 1)\n", "----\n", "s:(1, 1) a:right s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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+15k0Xl5zBWcbQ/w72uNm70JmXhm7Qm8zd1UEQRcz+fO97shPTqqZ6V9dYvuJ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\nW1JSJsbCVPU+ZplMxqR3D7P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UJT+fxn3kRvS7/oTbiA0sXHWKwqJStDqsYsCM7ZXe87/DN+j+wj8Y9ViDVd91PPf+QeLv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\nBEDwnU0kTzL9vJR7cdraWvT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Y7LwSnl56ipOX03h3fLMaiftqXDaDPwogNauYfxZ0YXSP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\n1QAAAABJRU5ErkJggg==\n", 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UMmFoc5wam+B7KpZPVwfgExjDkQ2TaKR39+eTm1/M28t9ALCzNqKxtRFxCdm1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\nBEDwnU0kTzL9vJR7cdraWvT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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 0) a:up s':(1, 0)\n", "----\n", "s:(1, 0) a:up s':(1, 1)\n", "----\n", "s:(1, 1) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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aqazv53+d7346yI9fTeHV/9v4SD5XlwYbgw9qb8vobg5K3cym1obMGdoMAL+r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\n0beSF+ejsGH3DRb/dBZdXYm+XZxYueW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g7JBWwN379vYedhyK4JuN51k4+16vxchAl/3rJ9OlrS0OtiYs+z6Aj9cE1cet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\nMELgAoEGIwQuEGgwQuACgQbz/+0aj5dNM7boAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 0) a:down s':(0, 0)\n", "----\n", "s:(0, 0) a:down s':(0, 0)\n", "----\n", "s:(0, 0) a:right s':(1, 0)\n", "----\n", "s:(1, 0) a:down s':(1, 0)\n", "----\n", "s:(1, 0) a:down s':(1, 0)\n", "----\n", "s:(1, 0) a:right s':(2, 0)\n", "----\n", "s:(2, 0) a:down s':(2, 0)\n", "----\n", "s:(2, 0) a:down s':(2, 0)\n", "----\n", "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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GuQL32u3tQ+w7Ecn3W6+yZMGg2jI6Wuoc3TKD3l0ssLbQY8VGP1b9GNASTVEn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\nV10tZumRODIKKxjSwQBjHUnvXVFVTXh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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 0) a:right s':(2, 0)\n", "----\n", "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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0R1HUynefz8bW2pgOTpb4+ofXWUPWxaL3d5Cekc/GdXNYsnBUTfjS5Xv47ueT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\nR/WBYCorn46a3dhA0tVISpV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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 1) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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0R1HUynefz8bW2pgOTpb4+ofXWUPWxaL3d5Cekc/GdXNYsnBUTfjS5Xv47ueT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\nmN5rDVKyJQN7DRHck1BWXsWML6/yj18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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:left s':(0, 2)\n", "----\n", "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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Ll5Y8eBDJ0aO+WFiYEBCwFReXuhO40jt8iHy2d1xcLGHdzpsK0/TpbFcm8IpwcTDi2p+T\nWLIhAC+/KE5ejMTaXJePpnQo97BJG3dzbhyYwvKfL3PGP4qTlyIxM9Jm0pvNWfRBN9yfzdNLsTTV\n4fVeTbgc/JjjPhGoq6nQwsWUDYv68f7YtlUyyqktbt2NYccf/jJhEVEpRERJ3fQ62puWCbw8ImOk\naYuLS1i7+YzCNH083GUEPmVsDw6fuMm1oEhOnb+DWFyMpbkBY9/qwofT+9Oru3tNbqtecHGx4/r1\nnSxe/AteXgGcPOmPtbUZc+dOqNZhE1NTIy5f3sayZVs4csSHS5eCMDU1ZNq0oUp12ERw2dQACC6b\nKqERuWyqK4SPDwoICAgCFxBozAgCFxBoxLxSAvd8Zz8qLdZUnrASlm4MQKXFmiodR33V6DtsFSLT\nqTUuZ+m3hxGZTsXH70HNKyXQYLxSAm9Iauvl0piprZfLvwknp6E4OQ2ts/KVwlS1quxYNYS8p+LK\nE/6L2fnzTPKU2FxUoH55pQTuYPNyZpT/JpT5PLZA/aNUQ/So+ExUWqxh2pdehEY9Yfz841j2/BnV\nltL5cnnD5ILCIpZuDMBl0G9otV2L88AtLFrnR0FhESot1uD5zv5yr3ngdChdx+1Bt8M6TLttYsIn\nf8scEy2tk+81qfsdlRZryn4qKreuiIpJQWQ6lamztxD6KJFx7/2MhfscVMym4eP3oNxhckGBmKXf\nHsa5w3/RtJ5Ok/afsuibgxQUiBGZTqXvsFXlXvPAsWt0GbAMHbuZmLjMZvz0n4lPeH64p7ROvv7S\nk2Qi06llPxWVW1O2bz/OqFH/xdl5ONraHhgY9MHD41127z6pMP21a/cYNGg2+vq9MTDow4ABs7h8\n+TZLl/6CSNQJHx95DywhIVFMnboUe/s30NDohqXlICZOXMjDh1FyaadOXYpI1ImoqAR++eUgrVuP\nQ0urB5aWg5g58xuZ02c+PtcRiToRHf2Y6OjHiESdyn6mTl1aW02knD14eEwG3cbvxc3RmIlvNif/\naREGeoodOkgkEkbPPc4J3whcHY2ZPbEd4qISdhy5x/1HaRVe53/7bnHMO5xhni707mRH4O3H7D/1\nkOCHKQQdmoKmhhpG+posntWdHUfuEZ2QxeJZz22tnWwbbkQRHpVC10HLcXOxYtLo7uQ/LcRAX/ER\nW4lEwqipGzlxJhhXF0s+nN4fsbiY7fv8uBcSX+F1ft56gWNeQQx7rT19PNy5eiOC/YcDCb4byy3f\n5WhqqmNkqMOSz4azfZ8f0bFpLPlseFl+J3uzWr3vf/LBB6tp2dKZ3r3bY21tRlpaJidP+jNlymIe\nPoxmxYoPytJevHiTQYM+pLi4mJEj++HiYsedO4/w9PwP/fopthfx8gpg5Mj/IhYXMXRob5o2tSMu\nLplDh7w5ccIPb+9fFH5X7LPP1nP69GWGDu3NoEHd8Pa+zpYth3n0KJYLFzYD4ORkw5IlM1i7dh8A\n8+ZNKMvfrl3tWQQqpcD9bsazYEYXVn7cq9K0u48/4IRvBL062nL29zFoaEj9iC2f04PuE/ZWmNfL\nL4rAPyfR2s28LGzSf0+w70QIR8+HM3aIO0YGWiz9sAe+12KJTshi6Yc9anZztYTflVC+mPcmK78a\nXWna3X8GcOJMML26u3Hu0GdoaEj/7cu/GEG3QSsqzOt1/g7Xzi2hdQv7srCJMzez7+AVjp4KYuxb\nXTAy1GXp5yPw8Q8hOjat3jyu3r27X87eu/STvatXb+c//xmFra0FJSUlvPfeCgoKCjl5ch1DhniU\npd+8+QAffLBaruz09CwmTFiIjo4WFy9uoUUL539c9xHduk1j+vQV3Ly5Ry7vlSt3uHNnPw4OVgAU\nFRXRr98HeHtfJzDwLl26tMLJyYalS99n+/a/AVi6tOo+7auDUg3RS7E01WHJ7KqdStp5ROobbMXc\nnmXiBjAy0GLRfyouY87k9jLiBpg+WmpGGnin+r7G6xNLCwOZnrIiSu3Wv/5yVJm4AYwMdfmqksMh\nH80cKCNugBnPnDsE3oyoTpVrHUWHOTQ01Jk9ewxFRcWcPy/9PG9AwG0ePYrF07OTjLgBZs4cqfDc\n9s6dJ8jIyGbZsvdlxA3QqlVTZsx4i6Cgh9y/L98GixfPKBM3gJqaGtOmSVfKAwPvyaWvS5SyB2/b\nzBxNjapVLehBMioqInq0s5GL69nBVkGO53RqKX8gwN5KemQyPUu5V6LbtnRAU7NqPtiD7kRL26hL\nU7m4nt0q9jvfqZ2TXJi9rfQgTnpGrlxcfRITk8i33+7g/PlAYmISyc+X/Z/Fx0sP1AQFSd0/9+zZ\nTq4MFRUVevRoK+e84fLl2wAEB4exdOkvcvlK0z94ECn3AujUSd4vgL299FlLT69fP21KKXArM93K\nEz0jM6cAE0Mthae5LM0qdh5hZCB/yqy0nBedRygbVhZVc0YBkJmVj4mxnkI3yJaVOHgwMpRvw9I2\nKi6WPxteX0RExNGlyzukp2fTq1c7Bg3qhqGhHqqqKkRFPWbHjr8pKJC68Spd3LK0NFFYlqLwtDTp\nacctWw5XWI+cHHkf6opcNZW2fXFxsVxcXaKUAq+OQ38DXU2eZD6lqKhETuRJqXm1XTWloTrfPDDQ\n1+ZJeg5FRcVyIk9KyarlmtUPP/64h7S0TLZtW8LUqbKGIvv2ebFjx99lfxsYSH2oJSU9UViWovBS\nv2vBwfto08a1tqpd7yjlHLw6tG9uQUmJhIBbCXJxfjcrXiGuDqoqDd9rvSztWztI2yjwkVyc35Xa\n+xpLfbbRo0fSbctRo/rJxfn6yvoXaN9euirt53dLLm1JSQkBAcFy4aVumy5dCpKLq01UVVXqtL1e\neYFPGd4CgK/W+VFY+Hz4k5ldwNebL9fadUyNpMP5Fz+S8Crw9jjpwtKilQcp/IfbqcysPFb8cKzW\nrmNqIu31YuIq3p6sDZycrAHw8bkhE3769GV+++2oTJiHR1tcXOzw9r7OqVOyjjJ+/fWQQueJ06YN\nxchIn2XLthAYeFcuvqSkROG+eXUxNTUkJSWd/Py68amvlEP06vD28BbsPxmCl18UrYfvYKinM+Ki\nEg6dDaNzKyseRqbXir/yft0c+Ot0KKM+OsqQ3s5oa6nhaGPAlGEtauEu6pa3x3vwx+GreJ2/Q6ue\nCxn2WnvE4mIOHr9O5/ZNePgoERVRzd/1/Xu34K+j1xj5zgZeH9AGbS0NHO1NmTLOo/LM1WTWrDFs\n23acMWMWMHp0f2xszLh7Nxwvr8uMHTuA/fvPlqVVUVHht98W8dprHzFs2HxGjZLug9++/YizZ68y\nZEgPTp0KkPmckampEQcOfMuIEf+lW7dp9O/fmZYtXRCJIDY2icuX75CWlsnTpwGKqldl+vfvwrVr\n93nttY/o3bs9mprqtG3rxtChvWtUbimvvMBFIhGHNgxn5a9X2X3sPhv33MLaXJe3h7dk1oS2HDn/\nCAMF3xOrLtNHtyY6IYv9px7y/dZrFBWV0Kez3SshcJFIxOGdc1j509/s+jOADVvOYW1pyDvjPZj1\nbn+OnLyJQTkupKvD9Cl9iI5N44/DV/luwymKiorp4+FeJwJv08YVb+/NLFr0P06c8KOoqJi2bV05\ndOh7jIz0ZAQO0LdvJ3x9f2XRop85cULai3ft2gpv783s2XMKAAMD2cXd/v27cPv2Pn74YRenT1/h\n0qVbaGioY2NjRr9+nRg1qn+N72PRovfIyMjm+PFL+PsHU1xczDvvvFlrAm/ULpvOBkQxePpBPp/e\nhVXzKzeaqS+UyWXTWe+7DBr9AwvmvsGqxWMaujpS6tllk4fHu1y9eo/MTB8Zj6rKzL/KZVNCsvwX\nJtIy8vnix0sAjBggv//7byPhsfyHIdKe5LBgxV8AjHijY31XqV7Jy3uq8Fth27cfJyDgNoMGdX1l\nxF0dXvkhOsAn3/oQ/DCF7u1sMDfRJj4xh1OXInmS+ZSZY9vQpY11Q1exwZn/1T6C78bSo0tTzE31\niUtI59T52zxJz+X9qX3p0tG58kJeYWJiEmnffhIDB3ahaVN7ioqKCQp6iJ/fLYyM9Fmz5uOGrmKd\n0CgEPmKAK0lpefztE05GVgFammq0bGrKu6Na8d4o5RkONyQj3+xEUkoWx0/fIiMzDy1NdVo2s+W9\nyb15b3LtzPeUGUtLEyZNeg1f35t4e9+goKAQKytTpk0bysKF79WpD/OGpFHPwZUVZZqDKyWC2+RK\n+VfNwQUEBBQjCFxAoBEjCFxAoBFTqcBFIpG9SCTyFolE90Ui0T2RSDS3PiomICBQc6qyil4EfCKR\nSG6KRCJ94IZIJDorkUju13HdBAQEakilPbhEInkskUhuPvs9G3gAVOxJQUBAQCmo1hxcJBI5Ae2B\nq3VRGQEBgdqlyoYuIpFIDzgIzJNIJHJeAkQi0UxgJoCDmRY8ED55Ux4SVXnPKgLPEYkb1hVUY6JK\nPbhIJFJHKu49EonkkKI0EonkV4lE0kkikXQyN6z56S0BAYGaU5VVdBHwO/BAIpH8WPdVEhAQqC2q\n0oN7AFOAfiKR6Nazn9fruF4CAgK1QKVzcIlE4gfU3CWKgIBAvSNYsgkINGIEgQsINGIEgQsINGIE\ngQsINGIEgQsINGIEgQsINGIEgQsINGIEgQsINGIEgQsINGIEgQsINGIEgQsINGIEgQsINGIEgQsI\nNGIEgQsINGIEgQsINGIEgQsINGIEgQsINGIEgQsINGIEgQsINGIEgQsINGIEgQsINGIEgQsINGIE\ngQsINGKq/G2y2iYtu5DDV5M4eSOZOzHZxD95ioaaCq0d9Jnqace0fnaoqFTNHbtEIuG3c7H8fj6W\ne7E5SCTQ3E6X9/rbM3OgQ7nlFIiL2Xgqmv1+j3mYkEtxiQRbE026uxvz/dvNMDfULPeaqVmFtPn4\nEokZBXg0M+bSN91fqh3KIy09n8PnQjnpE8Gd0BTik3LQUFehtZs5U0e2Ztqo1lVuH4C4xGwWr/Pj\n9KUI0jKeYm2hy/D+riz50ANjQy2Fee4/SmXZBn98AmPJyinA0caAcW80Z8HMrmhrqcukFYuL+Xlv\nEMEhyQTdT+Z+eCpicQm/fj2Y6WPa1qgtyuPA8Zv4Xn7ErXtxBN+LJzvnKZNGdWb3pqnVLisuIZ3F\n3/2Nl/cD0tJzsbYw4K0hbVnyyesYG+nIpf99bwCBQVHcuhvHnZAE8vPFLJz3Gl8vGKqwfB//UDxH\nrSv3+p9/OJDVi96qdr0ro8EE/lfAY2b9eg9rY008W5lib6ZFUmYhh68kMuN/d/AKSuHPT9sj/XJS\nxUxZF8zeSwlYGGowvqcNOhqqnLudyqxf73H5YQY7PpJ/wBLTCxi8PJA7Mdl4NDNm+gB7VFVExKbm\nc/pWCp8Od65Q4P/ZfIecp0U1aoOK+MsrhFlLz2JtrotnVwfsbQxISs3j8NlQZizywutSBH+uG16l\n9gmPScdj/B6S0/IY3r8p7s6mXLv9mPU7b3D6UiR++yZhaqwtk+dqcAL939mPuKiY0YPdsbPSx/tK\nDCs2BXDhcjTndoxDU+P545ObL+bjlRcAsDTTxcpMl9jH2bXbKC/w9Vovgu/Fo6eriZ2NESFhT1+q\nnPCoFHq8uYbk1GyGv9aGZk0tCQyKZt0Wb7y87+N/bD6mJnoyeT5ZeojMrHyMjXSwsTQkPCq1Stfq\n092Vvj1c5cJ7dnV5qbpXRoMJ3M1Gl6MLOvJGRwuZnmjlRHe6LvDn4JVEDl1JZFR36wrLOXw1kb2X\nEmhioc3Vbz0wM5B++LBQXMLo72+yyzee4V0sGdnNqixPSYmEcWtu8jAhl6MLOjK0s6VMmRKJhJKS\n8q+50yeOQ1eT2DSjJbO33HuJu68cNycTjv5vJG/0dZFtn/m96DpmFwdPh3LoTCijBrtXWtbsZWdJ\nTstj3aL+zJnSsSx8/qoLrN1+nYU/XWTz8sFl4cXFJbz7xSny8sUc+XkEw/pLH8iSEgnj5h3l4OlQ\nftp+nQUzu5Xl0dFS58Svo2nX3AJrCz2WbvBj+caA2miKcvlp2WjsbIxo2sQc34CwCnvIipi1YD/J\nqdms/3oMc6b3LQufv+QgP/1ygYWrj7P5uwkyef7YPI3mrlY42puy/Y/LTJu3u0rX6tvDlaX/feOl\n6vkyNNgcvF9rM4Z2tpQbZloZa/L+IAcAfO49qbScI1eTAJg/rEmZuAE01FVYPsENgE2nomXzBCZx\n6UE68950khM3gEgkQlVVcc9sGSKpAAAgAElEQVQYk5LP3N/v825/O4Z0MK+0fi9Lv+6ODO3XVL59\nzPV4f3w7AHwCYystJzwmnTN+UTjZGjJ7UgeZuGVzPNDVUWf3sfvk5hWWhfsGxvIgPI3ene3KxA2g\noiLi2//2BeCXP24hkUjK4jQ0VBnSxxlrC9meri7x7OmGq7NFlUYx5REelcIZnwc42Zsy+93eMnHL\n/vsGujoa7PorkNzcApm41/q1xNHe9KWvW18o5SKbuqq0WmrliOyfJGZIG97ZUn6e5GwpHXZeevCE\nQvHzLnnfpQQAJvSyISmjgN/PxbLq0CO2XYglPq38YZ5EImHaxtsY6qjx49TmVb+hWkZdrert4301\nBoCBPZ3kXhb6epp4dLAlL1/MleDHZeEXrkjzDO7lLFees70Rbk7GRMdnERGb8dL3oCx4+4cCMKhv\nM1RUZOWgr6eFRxcX8vILuXIzslau9ygqhY2/+7BynRdb9wYQFpFcK+WWR4MN0cujqLiEXb5xALzW\nrvIe0kxfutgTmZwvFxeRlP+sTAkRSXk0s5P2LtceSR/MwLAMPt72gLyC4rI86moivhrjyqLRTeXK\nW/t3FD730jj9VRcMdNR5kiOu5t3VnKKiEnYdlU4LXlMgwBd5GCEdBbk5GSuMb+pozBm/KEIjn9C/\nuyMAoZEV53F1MiY0Kp3QyHRcHBSneVV4+Eg6AnRztlAY79rEnDM+DwgNT6Z/r2Y1vt6eg9fYc/Ca\nTNioN9qxZc0khYt5NUXpevAFux9yNyaH1zuYM7h95QJ/vaP0H/PT8UieZD8fZoqLSli6P7Ts7/Tc\n52JMzpKmm/XrPd7xtCX8576k7xzIgf92wFhXncX7Qtl+IU7mOvdjs1m49yHvD3JgQFuzGt1jTViw\nxpe7oam83seZwb2aVJo+M0c6wjHUV7xgWBqekV1Q9Tx6pXleblFLmch8dg+GBtoK40vDM7LkO5Dq\nYG6qx+qFw7njvZDs8DWk3PuWU3tn0b61PQdP3GLo2/+jpKKFn5dEqXrw9Sei+PFYJM1sddmpYOVb\nEeM9bNjtG8/pW6m0nHeRYZ0t0VJX5fztVB5nFOBgpkVM6lNU/jFPK23HAW1M2TSjVVn4yG5WqKuK\nGL76BqsPhzO1nx0gfVm8vT4YayNNvptS87f4y7J+5w1+3HqNZs4m7Pyu/hZqBGpOy2Y2tGxmU/a3\nnq50Ht+jszPt+q/CPzCC42fuMPy12t1SVJoefOPJKOZtvU8LOz0uLOuGib5G5ZkAVVURx77oxKrJ\n7pgbaLDTJ56dPnG4Wuvi/0139LWl7zALw+flGelKw97qaiVX3usdLNBQUyE0IZfMZ73+qkPhBEVm\nsfXDNuhpN8w7cePum8z75jwtmppyYed4TIwU9zgvUtrbZmYXKIwvDTf6R29daZ6c0jyK989fJQyf\n3UNmOT10abhROT18TTHQ12biyM4AXLz8qNbLV4oefO3fkczf9oBWDnqcW9oViwr2nxWhrqbC5yNc\n+HyE7F7i08Jiwh7nYWagQZN/LMK52+iSnFlYJvR/oqoqwkBHjdSsQvILSzDUhaCILCQS8Fx8VeH1\n/UPSURl1EkMdNdJ3DapW3avC2u3Xmb/qAq3czDi3fRwWprpVzuvubAJAaFS6wvhH0dJwtyYmZWGl\nv5eXJyyqNM+rPf8GcG8q3UUJLWexKywyBQA3F8Vz9NrA3FS6NpSbX1hJyurT4AL/9nA4X+x+SLsm\nBpxZ3EVmq6um/OH3mMKiEsb3lN1L79/GjEsP0rkbk8M4D9k8SRkFpGYVoqelipmBdAFvQFtTTA1k\nLbcAcp8Ws9//MZZGGrzR0QIdTdVaq3sp3/56lS/W+NKuuQVnto7FzKR6CzGeXaVbjmf9oigpkcis\npGfnFOB/Mx4dbXW6tX3eRv26ObBy82VOX4rgi/e7yZQXEZtBaFQ6jrYGONsb1eDOlANPD+lW6hmf\nEEpKSmRW0rNznuIfGI6OtgbdOlS+3vGyXLkhXaF3dqj9tZ0GFfiKv8JY8kcYHV0MOP1VlwqH5eKi\nEsIT81BXE+FiJduDZeWJMdCRFeCtyCw+2xWCsZ46C17o2d/tb8d3RyL42SuaaZ52OFtJRVNcLOGz\nnSEAjO5hjdqz7brZQ5wU1ikqOY/9/o9paqXLb7PaVOveq8KKTQEsWe9Hx5aWnN46tsJhuVhcTHhM\nBurqKjIr2y4Oxgzq6cQZvyg27bkpY+iyZIM/uXliZo5ri67O87bv08We5i6mXLwWx7HzYTKGLgu+\n9wXg/fHtarT/XN+IxcWER6Wgrq6Ki9PzxVsXJ3MG9W3OGZ8HbNp6UcbQZcn3J8jNK+T9t3uiq1u9\nUeWLXL8VTad2jnLhuw8Esv/oTTQ01Bg7rIOCnDVD9E9jhdqiU1NDybXvelaYZod3HNM23kZVRcSH\nrztiqCP/rnEy1ylb6IpKzsP5Ax8czbWJ3Owpk67bAn+0NVRpaa+PvrYqIXG5nLiZjLaGKse+6Eif\nlvIGCTu843h30230tNQY0dUSYz11fO894VZkFm42uvh9073S0URpnapti96qVaVJdhy+y7QFJ1FV\nFfHh5A4KV7SdbA2ZOrK1tC5xmTj3/wVHWwMiL/xHJt2LpqrNXEwJDH6M99UY3JyM8f9jcqWmqvbW\nBly4HM31u4l4dLCVM1UFWP3rlbJtuVsPkgkOSaZHe1tcn223eXS0rZJdushQXgiKOHIqmCOnggFI\nTMnitPcDnB3N6PXM7NPMRI8flo6Utk9MGk26LMbRzoSo6ytk2+cFU9XmrlZcvRmFt38obi4WBBz/\nRM5U9bc9/vhdDQeke9v+gRG0aWFL+1bS57WZqxUL5jyfrjl1+go1NRU6tXXEztqIpwVirt2KJjAo\nGjU1Fbb8MJGp46v+DImsZt+QSCSdKkvXYD14ZHIeAMUlEtb9HaUwTZ+WJmUCr4hR3azZ75/Anovx\n5BeWYGuiyYyB9nwx0gU7U8W93juedjiaa/Pt4XCOXUsit6AYBzNtPh3uzJejXDDSlR+S1yeRcdK9\n+uJiCet23FCYpk8X+zKBV4SLgzHXDr7NkvV+eF2K5OTFCKzN9fjo7Y7lHjbp2taGwANTWLrenzN+\nUWTnFuJoa8BXs3uwYGZXOXEDnL4Uie8L1nUBQfEEBMWX/V2bB09u3Y1jx5+y6yIR0alEREvtwh3t\nTMoEXhEuTuZcP/35s8Mm9zl5/h7WFgbMneFZ7mETv6vhcte+fT+e2/el99qnu6uMwD94pxfnLj3E\n/1o4qU9ykUgk2FoZMXVcN+bN9KRty8qf85ehwXrwfzVV6MH/zVS1B/83U9UeXGm2yQQEBGofQeAC\nAo2YV0rgnouvoDLqZI3LWbo/FJVRJ/G5m1YLtRIQUF5eKYE3JLX1chEQqE8a3NClOuyY01bm5JeA\ngEDFvFICdzCvG3tgAYHGilIN0aOS81AZdZJpG4IJTchh/JogLKedQ3W0dL5c3jC5QFzM0v2huHzg\njdY4L5w/8GbR3ocUiItRGXUSz8VXyr3mgcuP6fq5P7oTvDB95ywTfgyScfpQWiffZ95lVEadLPup\nqNyGxudqDCru37F0g5/C+Cb9NtOk3+ayv7cfuoOK+3dsP3SHEz7heIzfjV67nzDpvI4xHx0hLKpy\n7zqvGj7+oYisZrP0+xMK4506fYVTp6/K/t7+x2VEVrPZ/sdlTpy9S483f0C3yccYu3/K6Pe21Lnz\nhpdBKXvw8KQ8ui0IwM1Gl4m9bcgvLMZAgaUbSL2sjP7+JidupOBqrcPsIY6Ii0vY4R3P/dicCq/z\nP69ojl1PZlgnC3q3MCEwLIP9/o8JjsoiaE1PNNVVMdJVZ/HYpuzwjic6JZ/FY587gnAyr/0D+g3N\n4TOhnLoUyYgBrvTp4kDwg2QOng7F+2oM/vsm4e6s/G6K6ppDJ4M5deEeI4a0pW8PV27djePgiVt4\nB4QRcPyTsgMsyoBSCtzvQToLRrqwclLlDgV3+yZw4kYKvZobc3ZJVzTUpYOS5ePd6L6gYqd/XrdS\nCfy2B60dDcrCJv0UxD6/xxwNTGashzVGuuosHeeG770nRKfks3ScW81uTsk57h3Osc0jedPz+Yts\n3Y7rfLzyArOXneXcjvENWDvl4PiZOxzf+R/eHPTcinDdFm/mfXWAWQv+4PyBuQ1YO1mUaoheiqWR\nBkvGyrtMUsROH6nnlRUT3MvEDWCkq86iMRWXMed1RxlxA0wfID19Ffjo1fc39jL06+YgI26ADyd3\nwMXBiAtXYoiOz2ygmikP/Xq6yYgb4MN3++DiZMYFv1CiY5Vn+1UpBd7W0QBN9aodvQyKzEJFBXo0\nkz+62LOZiYIcz+nkYigXZm8mtctObwB/a8pA7872cmGqqir07Ci1lQ56oHzzzPqmT3d5v+aqqir0\n7CI95BJ0N04uvqFQSoFbGVf9aF5mXhEmehplRzv/iaVRxafBFB0oKfVUWlJS+zb6rwKWZoqdSZSG\nl+fl5d+Epbm+wnArC+losDzvMA2BUgq8OqeMDXTUeJJTSFGxvMO6pIza95DxqlDq2KGoSPGLKiNL\nsVCTUnMrDC/PEeOrSFkbKXh2oHxHi0kpir/YkpicBZTvwLEhUEqBV4f2TQwoKYGAEPk5s19I7W3t\nqD57GIqLX42e3dhAOtWIS8ySi3sUnV5uT3zxmvzHFIqLS/C7IR12tm9ed66L6pvSY6Cx8fKuqR5F\nJpfbE/teDpMLKy4uwS9Qej689Ey4MvDKC3xKH1sAvtr3UObjBpm5Yr7+q/ac2JnqSYfzManKM/yq\niGbOJhjoaXD0/COS0573yvlPxcz9+ny5+S5cieFvb9l227j7JuExGXh2dcDRVn7d4lWlWVMrDPS1\nOHr6Nsn/6JXz8wv5aOFf5ea74BfK32fuyIRt3OpLeFQqnh5uSvXFE6XcJqsOb/e1Zb//Y7yCUmj9\n8UWGdrZEXCTh0JVEOjc15GFCrozL5JelXxsz/rqcyKjvbzKkvTnamqo4mmkzpa9tLdxF7aOurspH\nb3fk658v0+GtHbw10JWiohLOBURjY6GHTTmfGBrq6cLID48wYoArLo7GBD9I5tTFCEyMtNi0ZGA9\n30Xdoq6uytzpnqz46RTtB65ixJC2FBWXcNY3BBsrQ2ysFL/Mhg5qzYh3f2XEkLY0bWLOrbtxnLpw\nHxNjXX5ePa6e76JiXvkeXCQSceizDiwa3RRxsYSNJ6M5di2Jt/vasmF6SwAMasHV8fT+9iwY6UJm\nrpjvj0aweF8oWy9U/m2whmTZRz1Z+UlvtDTV2PJnMKcuRjBykBtev49BXV3xv37EIDcObXyL2MRs\n1u+8QUBQPCMHuRHwx2SauShPz1RbLPvsDVYtHI6Wpjq/7vbn5Pl7jHqjHaf3fYi6muKdnJGvt+Xw\n1pnEJmSwbosPAdcjGflGOy7//QnNXOVdcTckjdqjy9ngFAYvv8bnI5xZNbnhPlgghxJ6dNl+6A7v\nfnGKrauGVMkNVF2irB5dSr8ium3t5Gr5T6sL/lUeXRKeyH9CJy27kC92PwRghIIPHAgI/Bt45efg\nAJ9sf0BwVBbd3Y0xN9Ag/slTTt1M4UmOmJmD7Oni+ur77xYQeBkahcBHdLUiKaOAv68nk5EnRktd\nlZb2erzb3573+ivPloWAQH3TqOfgSosSzsGVCWWdgysT/6o5uICAgGIEgQsINGIEgQsINGIEgQsI\nNGIqFbhIJNoqEomSRSLR3fqokICAQO1RlR58O/BaHddDQECgDqhU4BKJ5CLQ+FxqCgj8C6i1ObhI\nJJopEomui0Si6ymZ/15HCwICykStWbJJJJJfgV8BOjnoSyQJij2DCIBIM6Shq6DUSJyFr9fUFsIq\nuoBAI0YQuIBAI6Yq22T7gMuAu0gkihOJRO/VfbUEBARqg0rn4BKJZEJ9VERAQKD2EYboAgKNGEHg\nAgKNGEHgAgKNGEHgAgKNGEHgAgKNGEHgAgKNGEHgAgKNGEHgAgKNGEHgAgKNGEHgAgKNGEHgAgKN\nGEHgAgKNGEHgAgKNGEHgAgKNGEHgAgKNGEHgAgKNGEHgAgKNGEHgAgKNGEHgAgKNGEHgAgKNGEHg\nAgKNGEHgAgKNmFr7dNHLsOBoBDdisglNzic1V4y2ugqOJloMb23K7D62mOqqV7msE3fTWO8bz4PE\nXNJyi7A20KCDvR4f97OjexNDmbTi4hL+dymBW3E53IrL4X5iHuJiCb9McGN6D+tyr/EoJZ+Vp6M5\n9zCd5Gwxprrq9Hc3YskQJ1zMtV+6Hcrj8233uRGWQWhCDqlZhWhrqOJooc3wbtZ8+GYTTA00qlTO\nAb8EfO+mERyRSXBkFtn5RUzqa8uuTzsqTB8Wn8Ohy485czOFsIQckjIKMNZTp5u7CXOHO+PZxkwu\nT5N3zxKdnF9hPZZNcuerCe5VqnNVSMvI5/C5ME76RnInNJX45Bw01FVo7WbG1BGtmDaiFSoqoiqX\nF5eYzeIN/pz2iyIt4ynW5roM79+UJbO6Y2yoJZe+sLCYtbtusPfvEMKi01FTVaGNuxlzJnVg7BD5\n+4xLzGbHkXsEh6QQ9CCZiLgMJBIIPfUuTR2Na9QW5dGgAl/rHUcHez0GNDPGQk+d3MJirkZls+xU\nNFsCHhPwSXvsjeUb9kUWHI3g+3OxmOqqMbyNGWa66jxKzefYnTQOBaeyfUozJne2LEufW1DCxwfD\nAbDUV8fKQIPY9IIKr3E9JpsBG4LJflpMfzcjxnfUI/pJAftvpHD8ThoXPmpLe3v9mjXIC6w9Gk4H\nFyMGtDPHwkiT3KfFXH2YzrK9D9niFc3lNb2wr8KL5Zv9oQRHZqGnrYqdqTYhcTkVpl+8O4T9lxJo\n4aDPkE6WmOipExqfw7GrSRy7msjama34aJizTJ65w53JyBHLlSUBVv0ZRlGxhCGdLOXia8JfXqHM\nWn4Oa3NdPLvYY29tQFJaLofPPWLGV2fwuhTJnz8NRSSqXOThMRl4TNpHcloew/u54O5swrU7iazf\ndZPTfpH47ZmAqdHzti4sLOa1mQfxCYzFydaAqSNaUlICpy5GMP6Tv7n7KJXlczxkrnH9biJfrfdH\nJIImdoYY6muSkVXxc1dTGlTgGd/3REtdfpaw6Hgkq87EsPpMLJvGuVZYRmJWIWvOx2Kpr86tLzph\nof+8V/MOTWfAhtssPRElI3AdDRX+/k8r2tnpYW2oybKTUSw/FV3hdWbseUj202LWjHBhXj+7snC/\n8Ez6rb/Fe3secuPzjlV6mKpK5p+vo6WhKhe+cOcDVv0Zxqq/wvh5VptKy/lxRivsTLVoaqOL7500\n+n0ZUGH6wR0t+Gy0K+1dZEc+vndSGfTVZT7bep8xPW2wNnn+8p033EVhWadvJFNULKG9iyGdXI0q\nrWt1cHMy5uimt3ijj7NMT71yXi5dx+3h4JkwDp0NY9Qgt0rLmr3iHMlpeaz70pM5kzuUhc//1oe1\nO26wcK0fm5cOLAvftO8WPoGxdG9nzZnfxqCrIx1t5uQW4jn1T77ZfIVhni50amVVlqdTKyt8d46j\nbTNzDPQ08XxnP77X4mqjKcqlQefgisQNMKa9OQBhKXmVlhH95CklEujiZCAjbgBPN2P0tVRJeaFn\n0VBTYUhLU6wNNatUz4jUfG4n5GKhr85HfW1l4nq6GPJGS1OC43O5FJ5ZpfKqiiJxA4ztaQPAo4SK\ne+JSPNuY4WqrV+WXz9QBDnLiBujT2oy+rc0oLCoh4EHVPhm/5bT0xTnzNccqpa8O/bo5MNTTRW4Y\nbmWuy/vj2gLgExhbaTnhMRmc8Y/GydaA2RPby8Qt+7AHutrq7D5+n9y858/RkXNhAHz5frcycQPo\n6Wqw8P2uSCTw875bMmXZWenTq5MdBnpVe+5qA6VcZPv7bhoAbWz0Kk3raq6NhpqIa9HZpL4g5IuP\nMqRDavea9RyJWdLvnTuZaCmc0zmbSXuyCw8zanSdqnI8MAmA1k4G9XK9f6KuKr1/NdXKXxZJ6U85\nHpiInrYqE/vYVZq+NlFXkz7aamqVP+LegTEADOzhJPf/1dfVwKODDXn5RVwJTigLT0yVdj7OdvIv\nQmd76fN24UrMy1W+FmnQIXopa87HklNQTGZ+ETdisvGLyKKNjS6fD7SvNK+JrjqrhznzyeFwWn1z\njeFtzDDVVSM89SnH76QyoJkxm8dXPkSrCDM96Rs6+slTJBKJXE8YkfoUgIfJlY84XoYfDj0iJ7+I\nzLwiboRl4Hf/CW2cDFgwpuLpS20TnZzH+eBUdDRV6d3KtNL0W8/GIi6S8E5/O/R16u9RKyoqYdex\n+wC81rNJpekfRqYD0iG/Ipo6GnPGP5rQ6HT6d5eORMyMtQiLhsi4TJq7yLZFRKz0RR/zOJv8p2K0\ntaq+WFzbKI3Ak7Kf976DmxuzbXIzzPWrtko819MORxMtpu99yG8Bj8vCm5pr805XS7mhe3Vxs9DB\n1VybsJR8NvjG81Hf571RQEQmJ+5JRxzpeUU1uk55rDkUTlLG88WY1zpasG1eO8yrOMWoDQrExUz+\n4SYF4hK+ndYCY72K21QikfD7mbobnlfEgh8vcjcsldd7N2FwT6dK02fmSNvWsJznxPDZkPqfC2Kv\n93bm8q3HrPz1Kp5d7ctEnJsnZtWWwLJ0GdkFgsATVvYAICmrkIDILL48FkHHb29w7D+t6FCFlenv\nz8Ww8Hgkc/rYMru3LVYGGoQk5fHlsUim7AghOC6Hb99SvAhUVX4e58obm+/w8cFw/r6bRjs7PWLT\nCzgcnEprGz1uxeVQjR2ZavF492BAOuQNeJDOFzvu02GuL8cXd6VD09pduFJEcbGEt9cE4X//CeN6\n2fDpyMrb8tytFCIS8+hQB4trFbF+101+3H6DZs4m7Fw9pM6uM3dKBw6cDiUgKIFWw3YwpHcTJBIJ\nJ30jEYnAUF+TzOwCVGpx0fVlUKo5uKWBBiPamuE1uw1peWKm7gqpNI9PWAYLjkYytJUZa0Y2xdlM\nGx0NVTrY63NoRktsjTT48UIcEakV79FWRj93YwLmt2dEWzOC43NZ7xNPcFwOq4c5l00lajpSqAxL\nYy1G9LDm9IrupGWJeefHoDq9HkjFPWXNTf7yS2BsLxt2fdqhSot1W7ykvfeMeuy9N+4JYt4qb1q4\nmHJh21hMjKpmm1DaQ2dmFyqML+3hjQyej5j0dDW4tHs8C2Z0QU1Vhd/+usOfpx7Su5Mdl3aPp7i4\nBDU1FUwU7J/XJ0rRg7+Io4kWLax0uRWXQ2qOuGwOrIgTzxbkPN3kewkdDVU6Oxhw5HYqQXE5OJvV\nzBilvb0+B6a3lAtfciISgM4OtbsPXh6OFjq0cNDjVkQWqZkFmNXRUF1cVMLkH6TintjHlh3zO6Ba\nhcW15IwCjl6t38W1tTtvMH+1D61czTi3dQwWpjpVzuveRDr3Do1KVxj/KPrZHP0FYxQ9XQ1WftyL\nlR/3kgmPiM0gJ09Mx5aWqKsr3gmpL5SqB/8nCZnSt6ZqJTUsKCoBICVH8ds39Vm4RhUezJdBXFzC\nHzdSUFcVMerZ9l59kPBEurBXFcG9DIXiEsauvs5ffgm83c+OnZ9UTdwA287FIC6SML53/Syufftb\nIPNX+9CumTkXtldP3ACeXRwAOBsQRUmJRCYuO7cQ/5sJ6Gir0a2tTZXK23lUusA34Y1m1apHXdBg\nAg9NziMzX35RqqREwqLjkSRni+nRxADjZ3uM4uISQhLzCE+RHWr3fLZfu8X/MfEZslZBp+6l4R+Z\nhZa6Cj2c5bczqkNuQTHFL/zzi4olzD3wiEcp+XzsaYdVFU1Hq0JofA6ZufKWYSUlEhbufEByRiE9\nmhuXLXaJi0oIic0m/HFuja9dIC5m5DeBHL2SyLuDHNg6r32VTT4lEgm/n5ZuD70/pO6H5yv+d5kv\nfrxEx5aWnNs6BjPj8sUtFhcTEpFGeIzsdqaLgxGDPByJis9i017Zac+SjQHk5ouZPLSFzH43QFaO\nvBXa2YAovvv9Gi72Rrw/tm0N7qx2aLAh+ql7T/jyeCQezgY0MdXGVFeNpGwxFx9lEJH6FCsDDX6Z\n8Hx7Kz6jkJbfXMPRRJOIZd3Kwke3M+c398ecf5hBy2+u8VYbM6wMNHiQmMeJe2lIJLBqWBM5u/Zv\nz8QQkiTd1gqOlxqM7LiSiP8zYxUPF0MZu3TvsAxm7n1If3dj7Iw0ySko5vSDJ4SnPmVUOzOWv+lU\nq+1z8noSX+54QM8WJjhZ6mKqr05SRgEX76YRkZiHlbEmv85p97x90p7S4gNvHC20idw6UKasI5cf\nc/RKIgCJ6dKe/3JIOtN+kj7MpgYa/PDe86nHB5tuc/J6MmYGGtiaarF830O5+vVtbUZfBTbpF4JT\nefQ4lw4uhnSs4wXAHUfusWRDAKqqInp2tGX9bvk1CakZaSsA4pNzaPHmdhxtDIg8N0Mm3aavBuAx\naR9zV3pz4UoMzZxNCbzzGO+rsbg5GfPNvJ5yZTd/Yxtt3M1xb2KClqYqQfeTOXc5GiszXY5sHC73\nQgCY9qVX2e8hEVJjoQU/XkJfV/qifm9UK3p2rL1pTYMJvL+7Me+m5OMfkcmtuBwy8ovQ1VDFzUKH\nyUMsmdPHFpMqHDZRURFx4oPW/Hwxgf03kzlyO5W8wmJMdNQZ0sKEOX1sGdTcRC7f6QdP8H0ka3kW\nEJlFQGRW2d//FLibhTY9nA25+CiT5JxCdNRVaWeny5LXnZjYyaJWTVQBBrQ159HAXPzvPyEoIouM\nHDG6Wqq42eox2dOOj4Y5Y1LFRb1bEZnsOC9r0RWRmEdEovQF52ihLSPwyGfhqVmFrNgXWm65igRe\narlWH4trkXHS/19xsYR1O28qTNOns12ZwCvCxcGIa39OYsmGALz8ojh5MRJrc10+mtKh3MMmE99s\nzmm/KAKCEhAXleBoo89/3+vMZ+92LneBb8eRe3Jhh86GydS3NgUukkgklaeqJp0c9CWBnyk+qSQA\noiY1my40epzr14DnVeRXhvMAAAqtSURBVESlxZobEomkU6Xp6qMyAgICDYMgcAGBRowgcAGBRswr\nJfB+626hOse3xuUsOxmF6hxffMLq5/RXfeK5wB+VN4/VuJyle0JQefMYPrdTa6FWAg3FKyXwhqS2\nXi6Nmdp6uQjUHkppqloe26c0I6+wpKGrodTsmN+evILihq6GgJLwSgncwaRhDfdfBRwsqmemKdC4\nUSqBR6U9xWXpVd7uYskXgx1Y/HcUPmEZpOaKOTenLctPRuH7KJPiDX1k8hWIS1h9NoZdgUnEZxZg\nY6DJxM4WLBrsiM78S/RpasiFue0UXvNAUAo/nIvl7uNctNRVGNjMmB9GuGBrpClTp1L+OUyvqNy6\nIiopD+f3zvFOf3u+GOvK4t0heN9OJTWrkPPf9GDZ3of43k2j5O9hMvkKxMWs+jOMXRfiiE97io2p\nFhP72vLVeDe0R5ygTytTvFd7KLzmAb8Evj/4iLsx2WipqzCovTk/vNcS22eHd0rrVMo/h+kVldvQ\n+ATG0m/qnyye1Z2lH/aQi28yYAtAmdXb9sN3eXfhabZ+MxhzEx1W/nKF4IcpaKir0r+bAyvn9cK1\nHKcRDYVSCbyUiNR8uv8QhJuFNhM7WZAvLsFAS/GpHIlEwujf73Hy3hNczbWZ3csWcYmEHVcTuVeJ\nXfb/LiVw/E4qQ1ub0dvVkMCobP68mcLt+Fxuft4RTXUVjLTVWDzEkR1XE4l+UsDif9hXOzbgiCL8\ncS7d5l/CzVaXiX3tyC8oxqCcgx0SiYTRK69z4loSrja6zH7TCXGxhB3nYrkfnV3hdf53MopjVxMZ\n1tWK3q1NCXyYzv5LCQRHZhG0oQ+a6qoY6aqzeIIbO87HEp2cz+J/mBg7WTa+EcXhc2GcuhTFiP5N\n6dPZnuCQFA6eCcP7aiz+eyfg3kTecrKhUEqB+0VksWCgPd+84JpXEbuvJXPy3hN6uRhy5sM2aDzz\nwbXsdSd6rFFsvljK6QdPuPrfDrT+h++3Sdsf8MeNZI7eSWVsBwuMdNRY8roTvmEZRD8pYMnrTjW6\nt9rC7/4TFoxxZeU7zStNu9s7jhPXkujV0oSzX/dA45mzy+WTmtH900sV5vW6kUzgT71l/L9N+v4G\n+3zjOXolkbG9bDHSU2fppGb43kkjOjmfpZMa/hRVXXLcO4JjP7/Fm32fO75Yt+smH6/yZvby85zb\nNqYBayeLUq6iW+qrs3iIU5XS7roqPUSx/E2nMnEDGOmosbASe+g5fWxlxA0wvYfUze21Snq2hsbS\nSJMlE6vma27nMzv0FVOal4kbwEhPnUXjKi5jzrAmcs4dpw+WtmtgaOPbZqwK/bo6yIgb4MOJ7XCx\nN+LC1Rii47PKyVn/KKXA29jqoVmOS+UXCXrmKqmHAvvungpc//6TjgrcQZV+aKGu/KvVFm2bGKBZ\nRWcCQRGZqKhAj+by88OeLSseTnZScCLM/pkX2XQFHzr4N9C7s/xhEFVVFXp2lLrUDnqQVN9VKhel\nFHh1zlVnPi3CRFddoRtfy0pOWxkpmLOqPTv3/OLZb2XDyrjqXlwyc4sw0dNATYH3DEujissxUnCi\nr7ScF50j/FuwLMehhKWZNDyzHOcjDYFSCrw6By8NtNR4kiumqFj+YUsqx8dWY6A6x1P/397dxlRZ\nh3Ec/14RRg4fIk1QwTTxMXM6xaGtTRTDNkvUNt3CVRpry7TmC63Urc3ohVsvfFibprW0TEu2jBTT\naZFDTfFZ0SbhA/iAgigSyTnw78U5GMaBc9Abzn1urs/GBodx+PMf17nPfZ/rXL+O7R+l7E417pqG\nPQTXyls2OsfO6oZY+NoX8ExE9eVaqe/x2Ne8s9I7+Zk425psWeDNMaxnJLUGcgsbporstTBpJCxE\njuy+DOvTidpayM1vOHNs76nAEkoCcW+PfDzY2tET3iGKRVcbXm85d+Emtxop8BwfcUM1NbXszSsG\nYNhAazPYHkbIF/hrCZ7NXJJ1nmr3f4/Et6rcfJLddN5Yc9QNn7jonYUWStLGec4ZF6/Pp9pVb48q\nXSzd1PhAh+aqSzu9GEDklB0M6B1Fx8h2/Li7gJJ6R+Wqf1zMy9jT6M/tPnCRrF8L7rtt5bdHKbhU\nzthRsfTq0fqJM42x5ctkzTEzoRub8krYkX+T5zIOMWnIk7hqDJnHrjMirgNnS6osmU2d1K8zPxy5\nzrS1p5k4KIrHwx8hLiqCtAT7PFo3ZmZSLJtyLpOdV8KQd/YwaVQ0LnctmblXGBnfmbNFd5oVs9uY\npKFd+H7vZaZmHGTiiG734o7Tkvwn1ARDeHgYc9O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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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yEIuhtbU27w6yYe4Q2yrLKSop48czMfzt85CQxHzKysVYGanT29mQ795qham+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\nlh6JBIWkMvuLc1JhHZ1N2fvNcNo7mco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BewkFiMXQzlqbdzxsmPuKbY3llJRV8NOpOPb7PSAsuZCKSjFWRur0czHk+7fa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\nQVlVx0U+2V1ziIW/eQGoqvE/N2UV/uOxy654H+8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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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fziVyO7EAsRja2Orylqcdc4fY11hOSVkFP56I52//e0SkFFJRKcbGRJPebsZ8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\nkup2V+Wmf9wsLtwV9HHf7T11pYBimzWfHOTk6Tr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qkd9PJ3IzsRCJBNo6GvKmjxOzhjrXmE9puZgfj8WzK/Aet1OKEFdKcLDQpY+n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\ntt6i27wADi3uRbdWjTtxpQixWMJra64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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 0) a:right s':(1, 0)\n", "----\n", "s:(1, 0) a:right s':(2, 0)\n", "----\n", "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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EbJNxVRWJpFZYIpHd0/6nq2qfPp24fTuOw4fPYmNjQUjINtzdm07gKh/wIS5ZundcWSlh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\nM2eZbwKXEwvqVfZJsTXXY+IAO05+1p/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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 1) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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p0N7ZmJm+jswa6ISGhnLu2CUSCT+fSuSX04ncScxDIoHWjkbMHuTE3CHO1eZT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\nUv8nGyW+2xnCf9aeZ8Fn/pz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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(2, 0) a:left s':(2, 0)\n", "----\n", "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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WBR52qKjULxy7RCLhl/MP+PXCA+48KEAigc62uiwcZcfrY+xrtVNWIWbz6QQO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\nvzWNFQvuDa7RN81U1LRSPCuNdS8FJ2pcr0jmRiz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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 1) a:right s':(1, 1)\n", "----\n", "s:(1, 1) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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4fJSxolcB74nF4hCRSKQPXBOJRKfFYvGtZm6bgIDAY6KwBxeLxWlisTjk/v8L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\n2VoXn7Asou4W4+VW/zQmJauUEyGZGOq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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 0) a:left s':(0, 0)\n", "----\n", "s:(0, 0) a:up s':(0, 1)\n", "----\n", "s:(0, 1) a:up s':(0, 2)\n", "----\n", "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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dIwhcQKAdIwhcQKAdIwhcQKAdIwhcQKAdIwhcQKAdIwhcQKAdIwhcQKAdIwhc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\nfE46l31dxeF57N0SAm7ex9pEmymPGCW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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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ZU/DhrmguxxcQe6eE7KJK9HU0cbHWZ1I/W95+xhXLx9gCKS27jJX7YjkVkUVO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\ngR7VmRH9nGXEDfD2LE/cnU3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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 0) a:up s':(0, 1)\n", "----\n", "s:(0, 1) a:right s':(1, 1)\n", "----\n", "s:(1, 1) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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LCDRhBIELCDRhBIELCDRhBIELCDRhBIELCDRhBIELCDRhBIELCDRhBIELCDRh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\nEpXNX4EpXIvNJezH/uhqa2J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HKpVukUqlfaRSaR9LoyffvSUgIPDk1MWKLgJ+BSKkUun3jd8kAQGBhqIuPbgn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\nULJ7cJucF97p4rufB7mj5jKumD2DoydGTgs9eXq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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 0) a:right s':(0, 0)\n", "----\n", "s:(0, 0) a:right s':(1, 0)\n", "----\n", "s:(1, 0) a:right s':(2, 0)\n", "----\n", "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:right s':(2, 1)\n", "----\n", "s:(2, 1) a:down s':(2, 0)\n", "----\n", "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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gRaJet1BLzysiVeH+NBR1asFFIpE6UnH/LpFIDirKI5FItkokkj4SiaSPucHT\nr94SEBB4euoyiy4CfgXuSiSSbxu/SgICAg1FXVpwd2A2MFwkEl1/+G9sI9dLQECgAVA6BpdIJP7A\n04f7EBAQaHIETzYBgVaMIHABgVaMIHABgVaMIHABgVaMIHABgVaMIHABgVaMIHABgVaMIHABgVaM\nIHABgVaMIHABgVaMIHABgVaMIHABgVaMIHABgVaMIHABgVaMIHABgVaMIHABgVaMIHABgVaMIHAB\ngVaMIHABgVaMIHABgVaMIHABgVaMIHABgVaMIHABgVZMnfcmaww+2XmXa1F5RKQUkVlQhraGKvbm\n2kzob8misQ6Y1mMLpKTMElbsjeB0SAZZBeVYG2syob8lK19zxlhPfq+rigoJf/qnsMUrnsjUYvKL\ny2lrpo27izH/esWRLnb6Mvl9b2Ux/LNLNZ7/40lOfDnHpe4X/4Rk5ZZw6FwkJ/1iuRWRSXJ6IRrq\nKnRzNmPuxK7Mm9gVFZW6h7FPul/Aiu8DOO0fR1buA6zNdZkwoj0r3xuAsaGWTF7PzYGs/jGoVnuO\ntoZEnX7ria6tvvx99Ap+AeFcD0vkRlgCBYUPmDllAHu2vN2odiKj73Pw+DVOe4cRGZNGWkYexka6\nuPV24sN3RuExuJNcmR1/XGTe+7/WWIef1s/hnXnD61XvutCsAt9wLJZejoaM7GGGhaEmRQ/EXI7I\nZdWfkWw7k0DQV+7YmmsrtROdWoT70kDS88qY0M+Sjm31uBKZy6bjcZwOzcB/3UC5l8XMb0PZH5BK\nW1MtJrpZoq+tRlh8ATt9kvjjQgonV/RleHczuXMN7WLC0K6mcumDOps8+Y2oB395RfDe6nNYm+vi\n0c8WW2sD0rKKOHQuivmfncHrYiz7vxuPdMep2olOyMV95l7Ss4qZMNyJjo4mXLl1n027QzjtH4v/\n79MxNXp0/4f1s63R1nHfaELupDN6cLsGuc668Pk3R7kRloierhZtbYwJj0xtEjufrTvIvkPBdO5o\nw9gXumNipMu9qPsc9QrlqFcoG9fOZPHbLygsO2FMT3p0s5NL79Ojce5bswo8748X0dJQlUtfviec\ndX9Hs+5AFD++002pnYVbwkjPK2PjW515/6VHN2rJb3fYcDSW5b/f4+d3H9m5EpnL/oBUutjpcfnr\nQehoPqrD9vOJvPn9Tb74K0qxwLua4jndub6X2mA4Oxhz5IdXGDfUUaalXvthEf2n/c6BM5EcPBvJ\n5FHK67hwzTnSs4rZ+F8P3p/Vqzp9yVe+bNh5jeUb/PnZ89GDOqyfrUKRV1RU8tvBWwAseLX701xe\nvfju8xm0tTGmvaMlfgHheEyBuswFAAAgAElEQVT4qknsjB7ejU8Wj6Nnd3uZdL+AcF6Y/DX/8dzH\nqxP6Ym1lJFf2lbG9mDtj8BPV80lo1jG4InEDTHW3ASAqtVipjejUIs5cz8TBQpuFYx1kjq2a7oyu\nlip7fJMpeiCuTo9Jk9od3t1MRtwAE/pZApCRV1bn62hKhrvZMd7DSa4bbmWuy9vTXAHwDU5Uaic6\nIZczAfE4tDFg4YyeMsdWLRqIrrY6e47doai4XKmtkxdiSbpfiJurNd07mtfjap4Oj8Gd6OBkVafe\nSkPamTtjsJy4AYa6uzDM3YWyMjGBwZFPVaeGokVOsh27kgZAN3t9JTnBJywLgBd6mMs99Praari7\nGFNcWsGle7nV6V1spXZ9bmZRUlohU+b41XQARrjKt94A0feL2HwijrV/RfHbuUQiU4rqeFWNj7qa\n9OdUU1P+s/oEJwDwwkAH+fumq4F7LxuKS8RcupGi1Na2v24CML8JW++Wirq6tMFQU1PceF0PS2DD\nz6f5csNxdu8LICk5u1Hr06xd9CrWH46msKSCvGIx16Jy8b+bQ3cHfZZOdlJa9l6yVGDONroKj7e3\n0eXM9UwiUoqqRdvVXp8PX27HhqOxdFrkx7g+Fuhrq3EnoQCv0AxeG2zD5zMVd3F/90vhdz/Zh37y\nACu2LuyucDKvqRCLK9l99A4AowcpH8/di80BpF1+RbS3N+ZMQDwR8TmMGCDfWlWRdL+AUxdjMdTX\nZNqYjk9Q89ZDfGIm5y/cQUdHgyEDFd+LjVvOyvytqqrCW7OHsOGLGWhp1X1Sua60CIF/cziWtNzS\n6r9H9zJn+2JXzA01lZbNK5J2IQ11FV+KoY40PbdItqv57Rud6dhGlyW/3uGnU/HV6b2dDJnj0QZd\nLVl75oYarJvjwrjeFjhYaPOgvJKrUbks33OPA0H3uZ9bit8XA+o1g92QLP32AmGRmYwd0o4XBzko\nzZ9XKL3fhvqKHypDPem9z80vVXi8il8P3KKiQsLM8Z3Q0W6+F1xzU1pazsy3t1BaKuZ/nlMxNpJt\ncNrZm/P9l7MY5dGVtjbG5OWX4H85gmVr/mbLDl/yCx7wx9Z3GrxeLaKLnrpjJJWHx5G6YyQHlvYm\n5n4xvT66SEh0XqOcTyKRsHjbbRZtuc1n0zqQ8Mtw8ve+yIW1AxCJYOzqK/xwMk6mTBc7fT6Z5ERX\ne330tNUwM9BgdC8LfD53o52lNgF3c6qHFk3Npt0hfLvjGi6OJuz6ckyTnbeyUsJvB8IAeHvq89s9\nr6ioZPa7Wwm4HMm0if349yL532CouwuL5o/Eub0VOjqaWFsZ8eqEfvgc+QRjI132HrjEjbCEBq9b\nixB4FZZGmkx0s+K0Zz+yCsp5feN1pWUMdaWtRl6RWOHxvGJpupHuo9Zlp3cSm0/E8f5LDiyd3J62\nZtroaasxqLMJR5f3QVtDhWW7wiksUWzzcQx01Jk+pA0AF2437nhKEZt/D+XDdT50djLFe/tUTIyU\nf1aERy10XoHiycSqFt7IoOZe1KmLsSTeL8DN1Zpuzk03udaSqKioZNY7W/jryBWmvtKPPT+/Xa9J\nP9s2powdKX05Xgi81+D1a1ECr8LeQofOtnrcTigkM7/22eyObaRdoYgaJruiUuTH6CceTqR5KPie\nbWWshUtbPQofVFSP75Vh/vAbe9E/Juwamw27rrH4C2+6djDDe8dUrMwVz0MoomM76dg7Ii5H4fGo\n+IdjdHvFY3SAbfulk2sLntPWu7xczPT5P/HnwcvMmOLGH1vfqXFyrTbMzaSTvkXFtQ+HnoQWMQZX\nREr2AwBUlYxpq0R69noGlZUSmTFwQYmYgPAcdDRVcev46JtkaXklABk1vDyqPpFpqNXtTXw5QjpD\n72ipU6f8DcFXvwSz7NuL9HAx58yvUzAzrt+5PfpJnS3OBsbJ37eiMgJCUtDRVsPN1UZh+ZT0Qk5c\niHluJ9fKysRMfeMHjpwKZc40d7ZvfhMVlSdrLy9fiwHA0cGiIasINGMLHpFcWD1B9jiVlRKW7wkn\nPa+MgS7G1TPT5eJKwpMKiU6VbVWdrHUZ1cOMuPQSuXHzyr0RFD2oYNYw2UmzKq+z747GyNXhZ694\nkrIeYGWsSWfbR5/prkbloog9vkns809BQ02Fqe7Wdb8BT8Gan4JY9u1Fenex5Nxvr9Yq7vLyCsJj\nsohOkK2/k50Ro9ztiUvO54c/QmWOrdwcSFFJObPGd0ZXR/HEWdXk2qzxndDWavmTa+XlYsIjUoiO\nTX9qW6Wl5Uycs4kjp0J5c9aQOon7amisXFplZSXrvjtO0JUozEz1GT1cuVNXfRFJJJIGN9qnvZHk\nyjeDas2z4Wgs/90TzqBOJjhYaGNqoEFabikXwrKJSSvGyliTc6v7V4ssLq0Yx7d9sDfXJnabrM/u\nP11VXWz1CI7IxedWFs42ugR8KeuqWlgiZtCyQG7GFWBhqMH4fpYY6aoTGp2H960sVFVE7PtPTyYN\neCTYdvO9UVMV0ae9IW1MtaSz6JF5BEfmoqYqYut73Zg7omZXThmcn9xnfefh28z7rxeqqiIWzexZ\nPZZ+HIc2Bsyd2BWAuOQ8HF/4BXsbA2LPzZfJ909XVRdHU4JvpeJzORFnB2MC/pB1Va2islKC06hf\niE/J58bhOQ0+/hZZ1u1BP3ziGodPhgBwPz2P095hODqYM9hN+onTzFSf9atfAyAuIYN2Pf+Dva0p\ncde/eWI7APMW/cKOvf6Ymerz3hvDUTTkHubuwrBBj3zSRaZz6dqpLa5dbGljbUxeQTEBl6MIu5uE\njo4Gh3YtZpRH1zreIRCZzr0mkUj6KMvXbF30ka5mRN23JeBODqExeeQWidHVUsXZRpdZwzqw+CUH\nTGr4hPNPnKx1ubJ+ECv3RuAVmsHJkHSsjbVY/JKDwsUmetpq+K8byLdHYzkUdJ+9F1IoE1dibqDB\nqwOt+dcrjvRzlnUzfGeMPedvZBJwN4fMgjIkEmhjosXc4W35YHw7XNsZNNi9qY3YJOmXhYoKCRt3\nhSjMM7Rv22qB14aTnRFX9s9k5feBePnHcfJCLNbmuiye3UvhYpMqTvvHEZ+S3+yTa9fDEtj5Z4BM\nWkxcBjFxGQDY25rKCLOh7MQmSNMzswpY/fURxUY/Rkbg/140muCQWLwv3iU7txAVFRXs2piw8M0R\nLHnvxUbpnkMztuDPNU/Rgj8P1LUFf56pawveImfRBQQEGgZB4AICrZhnSuAey4NQeeXEU9vx3BuB\nyisn8L2V1QC1EhBouTxTAm9OGurlIiDQlLRYRxdF7PywB8VN7C0mIPAs80wJ3K4O4ZsEBAQe0aK6\n6HFpxai8coJ5G28QkVzIa1+HYPn6WVQnSsfLNXWTS8sr8NwbgdPb3mhNOYXjAm8+/f0epeUVqLxy\nAo/lNQcK/Dswlf7/8Ud36ilMZ51h+voQkrMeyNXJ7+FCEpVXTlT/q81uc+MbnIhK52/w3Byo8Hi7\nkdtoN3Jb9d87DoWh0vkbdhwK44RfDO4z/kCv90ZM3Dbz6odHiazBZ/1Zxtf/LiLTuXh+dUjhcYce\n/8Khx7+q/97xx0VEpnPZ8cdFTpy5zsDRn6NruwBjx/eYMnczkdH3m6rqdaZFtuDR94tw+zgAZxs9\nZgxpQ0lZBQY6iqsqkUiY8lUIJ66m08FGl4Vj7SmvkLDTO4k7CQW1nuenU/EcvZLGy30tGdLFlOCI\nXPb5p3IjLp/Q7wajqa6Kka46K6Z1YKd3EvEZJayY1qG6vINF6+tRHDoXyamLcUwc0Z6hfW25EZ7B\ngTOR+FxOJOCP6XRs1zTBJVsyB09c49S5W0wc14th7i5cD0vgwLGr+PjfJfDUp3Ts0DQuy3WhRQrc\n/24OSyc7sXa2coeQPb7JnLiazuDOJpxd1R8NdWmnZPV0ZwZ8ElBrWa/QDIK/dqebwyMvtJnfhLL3\nYgpHLqcxdZANRnrqeE53xi8si/iMkmYNuNgUHPOJ4eiPr/DSsEfRdDbuDuGjdT4sXH2ec9tfbcba\ntQyOeV3n2B8f8tKLParTNm45w4f//YP3/rOL84c/acbaydKiuuhVWBppsvK1DsozArt8kgBYM9O5\nWtwARnrqfDq1dhvvv+QgI26At0ZJ/cmDIxUvLmntDO9vJyNugEUzeuBka4T35QTik/ObqWYth+GD\nO8mIG2DRWyNxameB98W7xCdmNlPN5GmRAnd10EdTvW7rakNj81FRgYEu8uuWB3WqeS0zQB8nQ7k0\nWzNptzunUHk00dbIkL5t5dJUVVUY1Fsa1CL0bvNErWlJDHWX71mqqqowqL+0QQm9GS93vLlokQK3\nMlYei62KvCIxJnoaqKnKX4qlUe12Ho/yUoXaw3XRlZV1rkKrwtJU8dJTSzNpel5hywwn3ZRYmite\nWGRlIW0w8vJLmrI6tdIiBS6i7iFvDHTUyC4sQ1whr8jHAzk+b1QFcFB0XwByCxTfm7QsxbHo0zKl\n6YZ6DR/5s7moWsMtFtdwj/JquBcZiocp99OlK/0MDVrO5GuLFHh96NnOgMpKCAyX/4zjf7fhPu1U\nRZapqGj41XeNgfHDWGpJ9+W/JETF55BXg8AvXEmSS6uoqMT/WjIAPTtZNmAtmxdjI2mvJFFBbPKo\nmLQaW2K/gHC5tIqKSvwvSzc7ULQpQnPxzAt8tod0zPjZ7xGUlT96E+cVlfP5/obbXcL04dr0hMyW\n0/2qDZd2JhjoaXDEO5r0x1rlkgflfLDWp8Zy3pcTOO4bLZO2+Y/rRCfm4tHfFvs2TbPuvSlw6WCN\ngb42R06FkP5Yq1xSUsbiZb/XWM774l2On5YNCLr5l3NEx6bjMagT9raKN81oDlrkZ7L6MMejDfv8\nU/AKyaDbBxcY39eC8goJB4Pu07e9IfeSixokVvlwV1P+Ckxl8pfXGNPbvHon1KoXTEtDXV2VxbN7\n8flPl+g1eTevjGyPWFzJuaB4bMz1sLHQU1huvIcjkxYfZeKI9jjZGXEjPINTF2MxMdTih89GNPFV\nNC7q6mp88PYLrFl/lJ7DVjBxXG/EFRWc9b2NjZUxNgr2FgMYP7oHE+d8z8RxvWjfzpLrYQmcOncT\nE2Ndfvx6dhNfRe088y24SCTi4NLefDq1PeXiSjafiOfo5TTmeLTh+wXSqCYG2k//HntrpB1LJzuR\nV1zO14diWPFHBL+dU74HWHOyatFA1n40CC1NVbbtv8mpC7FMeqEDXtsmV29z9E8mjuzAwU0vk3i/\ngE17Qgi8nsKkFzoQuHc6Lo7yUWifdVYtnci6z6agpaXO1l2+nDx7k8nj+3D6r39Vb0P0TyaN682h\nXe+TmJzNxq1nCAyOZNJLvQny+gwXZ8VBKpuLVh3R5ez1DF70DOaTyU6sq4PTTJPRAiO67DgUxhvL\nT/PbFy/WKdxTY9JSI7pU7fG9/fs3m3SHUEU8VxFdqkIsP05WfhnLdkknQyb2t2rqKgkItAie+TE4\nwL9+u8ONuHwGdDTG3FCT5KwSToVkkF1QzoIX7eQCKAoIPC+0CoFPdLMiLbeU41fTyS0qR0tdlS52\nerwx0pY3R9YxlLGAQCukVY/BWywtcAzekmipY/CWxHM1BhcQEFCMIHABgVaMIHABgVaMIHABgVaM\nUoGLRKLfRCJRukgkCmuKCgkICDQcdWnBdwCjG7keAgICjYBSgUskkguA/Ho6AQGBFk+DjcFFItEC\nkUh0VSQSXc3IF6J+CAi0BBrMk00ikWwFtgL0sdGTSK62nMBzLQ2RRD5ggMAjJKKnX94rIEWYRRcQ\naMUIAhcQaMXU5TPZXiAI6CgSiZJEItGbjV8tAQGBhkDpGFwikUxviooICAg0PEIXXUCgFSMIXECg\nFSMIXECgFSMIXECgFSMIXECgFSMIXECgFSMIXECgFSMIXECgFSMIXECgFSMIXECgFSMIXECgFSMI\nXECgFSMIXECgFSMIXECgFSMIXECgFSMIXECgFSMIXECgFSMIXECgFSMIXECgFSMIXECgFSMIXECg\nFSMIXECgFdNgWxc1BHtuZfL6kWgAtoxrx1s9LZSWSc4v49C9bE5G5RKeWUJqYTl6Gqr0tNLhnd6W\nTHIxkSszfNcd/BIKarU7z9WcX8Y7Vv+9yi+J1ReTa8x/YnpHRjsZKa1vffhk112uReURkVJEZkEZ\n2hqq2JtrM6G/JYvGOGBqoFFnW0mZJazYG8Hp0AyyCsqxNtZkQn9LVk5zxlhPXWn5z/+KZMUfEQCc\n8ezPSFczmeMBd7M5EpyGb1gWcekl5BeLsTHRZHh3M5ZOcqK9tW79Lr4OZOWUcOhcJCf9YrgVmUly\nWiEa6ip0czZn7sSuzJvUFRWVum2D9Pfpe/hdSeJGeDo3wjMoKCpj5vhO7P7fuBrLlJaJ+eWvW+w6\ncpuYxDwelImxtdJn5EB7/jW3D/ZtDOXKRMXnsHbLJc4GxpOeXYypoTYjB9izctFAnOwa9vmBFiTw\nxLxSFnvFoaehQmFZZZ3Lbb56n/8FptLOSJNh9gZY6akTn1fGofBszsfm82F/K755wV6mzBxXc4ba\nG9RgL43sEjGj28v/OABzupvhYKgpl97eWKvOda4rG47F0svRkJGuZlgYalJUKuZyRC6r/oxk25kE\ngr5yx9ZMW6md6NQi3JcFkp5XxoR+lnRso8eVyFw2HY/jdGgG/msH1vqyCInOY83+SPS0VCl8UKEw\nz5T/hZCRX8rAjsbMGGKDmqqIS/dy+e1cIvv8Uzizsj8DXIyf+F4o4q/T93hv1TmszXXx6G+HrbU+\naVnFHDobyfzPTuN1MYb9G15GVIe9zr74+RI3wjPQ01GnrZU+4TG1b6grFlcyct5fBIQk4+Jowmvj\nXNDUUOXqrfts3hPK7iN3CPhjOp3bP3oRXg27z4i5+ykoKmOEmx2vjXMhISWfP0+Fc9QnCp+d0+jZ\n2fKp78vjtAiBSyQS3jwWg6m2GhNdTPjmUmqdy/a10cN7dic5wd7NLGHg9ttsuHyfGV3N6P1YCzLX\n1VyhrXtZJay+mIylrjoTnBU/jK93N2eYg+KXQ0OT9/uLaGmoyqUv3xPOugPRrDsQxY9vd1NqZ+HW\nMNLzytj4VmfeH9euOn3Jb3fYcCyW5b/f4+d3Fdt5UFbBnI3X6dveCCcrHXb7Ku7FfDi+HbOHtcHG\nRPZFt/bvKD79/R5v/3SLmxuHKK1rfXB2MOHIjxMZN9RRpqVe++Fg+k/bw4EzkRw8G8nkUc5KbX27\n1IO2lvq0tzfC70oiw1/fX2v+Q+ciCQhJZoSbHad/fVXm/Cu/D2DNj0Gs336V374YXZ3+1qenKSgq\n45tPhvHR3D7V6f7XkvB4fR9vLPci5OCcOr2Q6kqLGIN/fyUN77h8fh3viK56/ao0ycVEYWvcyUyb\nqZ2l3XO/+Pw62doWkg7AXFcz1FWb/9YoEjfAVHcbAKJSi5XaiE4t4sz1TBwstFk4xkHm2Krpzuhq\nqbLHL5miB2KF5ZftuUdsWjHb33dFpZYH75NJTnLiBvhkohPaGiqEJRSQ1cDbSg93s2O8h5NcN9zK\nXJe3p7kC4BucWCdbHv3t6OBgXGdxxSTmAjD2Hy8XgAnD2wOQmV0sk//mvQwsTHX4YE5vmfyDerfl\npWFO3AjP4OLVpDqdv640+1N8N7OEZd4JLO5nxZAaus1PivrDG69Wh3FYqbiS3bcyEUGtY/+AxAK+\nCUrlf4Ep7LudRWZxeUNVt84cu5oGQDd7faV5fcKyAHihh7ncg6ivrYa7izHFpRVcisiVK+t9M5NN\nx2NZO8uFDjZPNoYWiUDt4ctSVbXptgVWV5OeU62RXtRdHna9vS7GUlkpkTl23Fc6jzRiwKOh4f3M\nIgAc2hgonBdo11Y6JDx/KaFB69msXXRxpYTXj0RjZ6DJFx62DWo7v1TMwfAcRMALjorH049zMDyb\nzGIxI9sZ4FjLeHqFn+wbVlNVxL8HWLNqaNsG7Vo9zvrD0RQ+qCCvWMy1qFz87+bQ3UGfpZOclJa9\nlyx9sJxrEGh7a13OXM8kIqWIEd0fjRfzisqZ9/0NBncyYfFLDk9c978CUykoEePmbISRrvLJvIZA\nLK5k95E7AIwe7NAo5xg3zJFJL3Tg4NlIur+8gxED7dFQVyHkdhr+IcksmtWThTN6Vuc3M5LOlcSn\n5CORSOSeldikPAAiYmsf+9eXZhX4mgvJhN4v4sLrndGuZ9e8NiQSCfOPx5JWVM67vS3oVIeJqF9C\npd3z+b0Ut97dLXX45SVHhtnrY62vQXpROWdi8ljhm8QX/ilUVMIXwxv2JVXFN0diScstrf57dE9z\nti92xVzBZN8/yXvYwzDUUfxTV6XnFsn2RBb/cpvswnJ81rg+8YsrNq2Yxdtuo6Yq4pt5nZ/IxpOw\n9NsLhEVmMnZIO14c1E55gSdAJBLx18a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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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oxAgCFxBoxAgCFxBoxAgCFxBoxNT4bLK64PNtt7kSk0tUSgGZ+SXo62jiZK3P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\n37VTlJ9N3fHXxo1pijZfj2w619LL5mPX2LEujb0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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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0rCL2n45hzqcn8T0fx58/jEF64lTtxCbm4j11N+lZxYwd7E4bNwsu3bjPup1h\nnAiMI/C3yViaPXr+g3o51VjWkYBYwm6lM6J/ywa5z7rwxXeHuBZxDyNDPVo4mBMZndok5Xy6eh97\n9ofSro0Do17ohIWZIXdi7nPIN5xDvuGsXTWVBW+9oDDv2JFd6dLRWS68R5fGeW7NKvC834ejp6Mp\nF75kVySr98ay+u8Y/vd2R6XlzP85gvS8Mta+2Y73Xnz0oBZuucWaQ3Es+e0OG995VM6l6Fz+DEql\nvbMRF7/ph4HuozpsPXOP2T9e58u/YhQLvIMlKyZ71PdWGwwPV3MO/jSO0QPdZFrqVR8U0fvV3/j7\nZDT7TkUzcZjyOs7//DTpWcWs/Y8P703rVh2+8OsA1my/wpI1gWxc8ehFHdTLSaHIKyoq2bLvBgBz\nX+n0NLdXL374YgotHMxp5WbL2aBIfMZ+3STljBjckU8WjKZrJxeZ8LNBkbww8Rv+vWIPr4ztib2d\nmVzecaO6MXNK/yeq55PQrGNwReIGmOTtAEBMarHSMmJTizh5NRNXG33mj3KViVs52QNDPU12BSRT\n9EBcHX43TVru4E5WMuIGGNvLFoCMvLI630dTMtjLmTE+7nLdcDtrQ956tTMAAaH3lJYTm5jLyaAE\nXB1NmD+lq0zcynf7Yqivza7DtygqLlda1rFzcSTdL8Srsz2d2ljX426eDp/+bWntblen3kpDljNz\nSn85cQMM9PZkkLcnZWVigkOjn6pODYVKTrIdvpQGQEcXYyUpwT8iC4AXuljLvfTG+lp4e5pTXFrB\nhTu51eHtnaTl+l/PoqS0QibPkcvpAAzpLN96A8TeL2L90XhW/RXDltP3iE4pquNdNT7aWtKfU0tL\n+c/qH5oIwAt9XeWfm6EO3t0cKC4Rc+FaitKyNv91HYA5Tdh6qyra2tIGQ0tLceN1NSKRNRtP8NWa\nI+zcE0RScnaj1qdZu+hVfHsglsKSCvKKxVyJySXwdg6dXI1ZNNFdad47yVKBeTgYKoxv5WDIyauZ\nRKUUVYu2g4sxH7zUkjWH4mj77llG97DBWF+LW4kF+IZn8Fp/B76YqriL+9vZFH47K/vST+xjx6b5\nnRRO5jUVYnElOw/dAmBEP+XjuTtxOYC0y6+IVi7mnAxKICohhyF95FurKpLuF3D8fBymxrq8OrLN\nE9RcfUi4l8mZc7cwMNBhQF/Fz2Ltz6dk/tbU1ODN6QNY8+UU9PTqPqlcV1RC4N8diCMtt7T67xHd\nrNm6oDPWprpK8+YVSbuQpoaKb8XUQBqeWyTb1fz+jXa0cTRk4a+32HA8oTq8u7spM3wcMdSTLc/a\nVIfVMzwZ3d0GVxt9HpRXcjlzeGuBAAAgAElEQVQmlyW77vB3yH3u55Zy9ss+9ZrBbkgWfX+OiOhM\nRg1oyfB+rkrT5xVKn7epseKXytRI+uxz80sVxlfx6983qKiQMHVMWwz0m+8D19yUlpYz9a2fKS0V\n898VkzA3k21wWrpY8+NX0xjm04EWDubk5ZcQeDGKxZ/v5edtAeQXPOD3TW83eL1Uooueum0olQdG\nk7ptKH8v6s7d+8V0+/A8YbF5jXI9iUTCgs03effnm3z6amsSfxlM/u7hnFvVB5EIRn12iZ+Oxcvk\nae9szCcT3OngYoyRvhZWJjqM6GaD/xdetLTVJ+h2TvXQoqlZtzOM77ddwdPNgh1fjWyy61ZWStjy\ndwQAb016frvnFRWVTH9nE0EXo3l1fC/+9a78bzDQ25N35wzFo5UdBga62NuZ8crYXvgf/ARzM0N2\n/32BaxGJDV43lRB4FbZmuoz3suPEil5kFZTz+tqrSvOYGkpbjbwiscL4vGJpuJnho9Zlu18S64/G\n896Lriya2IoWVvoY6WvRr50Fh5b0QF9Hg8U7IiksUVzm45gYaDN5gCMA52427nhKEet/C+eD1f60\nc7fEb+skLMyULyvCoxY6r0DxZGJVC29mUnMv6vj5OO7dL8Crsz0dPZpuck2VqKioZNrbP/PXwUtM\nGteLXRvfqtekn5OjJaOGSj+O54LvNHj9VErgVbjYGNDOyYibiYVk5tc+m93GUdoViqphsismRX6M\nfvThRJqPgvVsO3M9PFsYUfigonp8rwzrh2vsRf+YsGts1uy4woIv/ejQ2gq/bZOws1Y8D6GINi2l\nY++o+ByF8TEJD8foLorH6ACb/5ROrs19Tlvv8nIxk+ds4I99F5nyshe/b3q7xsm12rC2kk76FhXX\nPhx6ElRiDK6IlOwHAGgqGdNWifTU1QwqKyUyY+CCEjFBkTkY6Gri1ebRmmRpeSUAGTV8PKqWyHS0\n6vYlvhglnaF3szWoU/qG4OtfQln8/Xm6eFpz8teXsTKv37V9ekmNLU4Fx8s/t6IygsJSMNDXwquz\ng8L8KemFHD1397mdXCsrEzPpjZ84eDycGa96s3X9bDQ0nqy9vHjlLgBurjYNWUWgGVvwqOTC6gmy\nx6mslLBkVyTpeWX09TSvnpkuF1cSmVRIbKpsq+pub8iwLlbEp5fIjZuX746i6EEF0wbJTppVWZ39\ncOiuXB02+iaQlPUAO3Nd2jk9Wqa7HJOLInYFJLEnMAUdLQ0medvX/QE8BZ9vCGHx9+fp3t6W01te\nqVXc5eUVRN7NIjZRtv7uzmYM83YhPjmfn34Pl4lbvj6YopJypo1ph6GB4omzqsm1aWPaoq+n+pNr\n5eViIqNSiI1Lf+qySkvLGT9jHQePhzN72oA6iftyeJxcWGVlJat/OELIpRisLI0ZMVi5UVd9EUkk\nkgYvtEcrM8ml7/rVmmbNoTj+syuSfm0tcLXRx9JEh7TcUs5FZHM3rRg7c11Of9a7WmTxacW4veWP\ni7U+cZtlbXb/aarq6WREaFQu/jey8HAwJOgrWVPVwhIx/RYHcz2+ABtTHcb0ssXMUJvw2Dz8bmSh\nqSFiz7+7MqHPI8G2nOOHlqaIHq1McbTUk86iR+cRGp2LlqaITfM6MnNIzaacMng8uc369gM3mfUf\nXzQ1Rbw7tWv1WPpxXB1NmDm+AwDxyXm4vfALLg4mxJ2eI5Pun6aqnm6WhN5Ixf/iPTxczQn6XdZU\ntYrKSgnuw34hISWfawdmNPj4W2Rbtxf9wNErHDgWBsD99DxO+EXg5mpNfy/pEqeVpTHffvYaAPGJ\nGbTs+m9cnCyJv/rdE5cDMOvdX9i2OxArS2PmvTEYRUPuQd6eDOr3yCZdZDmTDm1b0Lm9E4725uQV\nFBN0MYaI20kYGOiwf8cChvl0qOMTApHlzCsSiaSHsnTN1kUf2tmKmPtOBN3KIfxuHrlFYgz1NPFw\nMGTaoNYseNEVixqWcP6Ju70hl77tx/LdUfiGZ3AsLB17cz0WvOiqcLOJkb4Wgav78v2hOPaH3Gf3\nuRTKxJVYm+jwSl97PhrnRi8PWTPDt0e6cOZaJkG3c8gsKEMiAUcLPWYObsH7Y1rSuaVJgz2b2ohL\nkq4sVFRIWLsjTGGagT1bVAu8Ntydzbj051SW/xiMb2A8x87FYW9tyILp3RRuNqniRGA8CSn5zT65\ndjUike1/BMmE3Y3P4G58BgAuTpYywmyocuISpeGZWQV89s1BxYV+jIzA//XuCELD4vA7f5vs3EI0\nNDRwdrRg/uwhLJw3vFG659CMLfhzzVO04M8DdW3Bn2fq2oKr5Cy6gIBAwyAIXEBAjXmmBO6zJASN\ncUefupwVu6PQGHeUgBtZDVArAQHV5ZkSeHPSUB8XAYGmRGUNXRSx/YMuFDextZiAwLPMMyVw5zq4\nbxIQEHiESnXR49OK0Rh3lFlrrxGVXMhr34Rh+/opNMdLx8s1dZNLyytYsTsK97f80Hv5OG5z/Vj6\n2x1KyyvQGHcUnyU1OwrcG5xK738HYjjpOJbTTjL52zCSsx7I1ensw40kGuOOVv+rrdzmJiD0Hhrt\nvmPF+mCF8S2Hbqbl0M3Vf2/bH4FGu+/Ytj+Co2fv4j3ld4y6r8XCaz2vfHCI6Bps1p9lAgJvI7Kc\nyYqv9yuMd+3yEa5dPqr+e9vv5xFZzmTb7+c5evIqfUd8gaHTXMzd5vHyzPVEx95vqqrXGZVswWPv\nF+H1cRAeDkZMGeBISVkFJgaKqyqRSHj56zCOXk6ntYMh80e5UF4hYbtfErcSC2q9zobjCRy6lMZL\nPW0Z0N6S0Khc9gSmci0+n/Af+qOrrYmZoTbLXm3Ndr8kEjJKWPZq6+r8rjbq16PYfzqa4+fjGT+k\nFQN7OnEtMoO/T0bjf/EeQb9Ppk3LpnEuqcrsO3qF46dvMH50NwZ5e3I1IpG/D1/GP/A2wceX0qZ1\n05gs1wWVFHjg7RwWTXRn1XTlBiG7ApI5ejmd/u0sOLWyNzra0k7JZ5M96PNJUK15fcMzCP3Gm46u\nj6zQpn4Xzu7zKRy8mMakfg6YGWmzYrIHZyOySMgoaVaHi03BYf+7HPrfOF4c9MibztqdYXy42p/5\nn53h9NZXmrF2qsFh36sc/v0DXhzepTps7c8n+eA/vzPv3zs4c+CTZqydLCrVRa/C1kyX5a+1Vp4Q\n2OGfBMDnUz2qxQ1gZqTN0km1l/Hei64y4gZ4c5jUnjw0WvHmEnVncG9nGXEDvDulC+5OZvhdTCQh\nOb+ZaqY6DO7fVkbcAO++ORT3ljb4nb9Nwr3MZqqZPCop8M6uxuhq121fbXhcPhoa0NdTft9yv7Y1\n72UG6OFuKhfmZCXtducUKvcmqo4M6NlCLkxTU4N+3aVOLcJvN4/XGlVioLd8z1JTU4N+vaUNSvj1\nBLn45kIlBW5nrtwXWxV5RWIsjHTQ0pS/FVuz2st53MtLFVoP90VXVta5CmqFraXirae2VtLwvELV\ndCfdlNhaK95YZGcjbTDy8kuasjq1opICF1F3lzcmBlpkF5YhrpBX5OOOHJ83qhw4KHouALkFip9N\nWpZiX/RpmdJwU6OG9/zZXFTt4RaLa3hGeTU8iwzFw5T76dKdfqYmqjP5qpICrw9dW5pQWQnBkfLL\nOIG3G25pp8qzTEVFw+++awzMH/pSS7ovv5IQk5BDXg0CP3cpSS6soqKSwCvJAHRta9uAtWxezM2k\nvZJ7CnyTx9xNq7ElPhsUKRdWUVFJ4EXpYQeKDkVoLp55gU/3kY4ZP/0tirLyR1/ivKJyvviz4U6X\nsHy4Nz0xU3W6X7Xh2dICEyMdDvrFkv5Yq1zyoJz3V/nXmM/vYiJHAmJlwtb/fpXYe7n49HbCxbFp\n9r03BZ6t7TEx1ufg8TDSH2uVS0rKWLD4txrz+Z2/zZETsg5B1/9ymti4dHz6tcXFSfGhGc2BSi6T\n1YcZPo7sCUzBNyyDju+fY0xPG8orJOwLuU/PVqbcSS5qEF/lgztb8ldwKhO/usLI7tbVJ6FWfWBU\nDW1tTRZM78YXGy7QbeJOxg1thVhcyemQBBysjXCwMVKYb4yPGxMWHGL8kFa4O5txLTKD4+fjsDDV\n46dPhzTxXTQu2tpavP/WC3z+7SG6DlrG+NHdEVdUcCrgJg525jgoOFsMYMyILoyf8SPjR3ejVUtb\nrkYkcvz0dSzMDfnfN9Ob+C5q55lvwUUiEfsWdWfppFaUiytZfzSBQxfTmOHjyI9zpV5NTPSf/jv2\n5lBnFk10J6+4nG/232XZ71FsOa38DLDmZOW7fVn1YT/0dDXZ/Od1jp+LY8ILrfHdPLH6mKN/Mn5o\na/ate4l79wtYtyuM4KspTHihNcG7J+PpJu+F9lln5aLxrP70ZfT0tNm0I4Bjp64zcUwPTvz1UfUx\nRP9kwuju7N/xHveSs1m76STBodFMeLE7Ib6f4umh2Ellc6HWHl1OXc1g+IpQPpnozuo6GM00GSro\n0WXb/gjeWHKCLV8Or5O7p8ZEVT26VJ3xvfXH2U16QqginiuPLlUulh8nK7+MxTukkyHje9s1dZUE\nBFSCZ34MDvDRlltci8+nTxtzrE11Sc4q4XhYBtkF5cwd7iznQFFA4HlBLQQ+3suOtNxSjlxOJ7eo\nHD1tTdo7G/HGUCdmD62jK2MBATVErcfgKosKjsFVCVUdg6sSz9UYXEBAQDGCwAUE1BhB4AICaowg\ncAEBNUapwEUi0RaRSJQuEokimqJCAgICDUddWvBtwIhGroeAgEAjoFTgEonkHCC/n05AQEDlabAx\nuEgkmisSiS6LRKLLGfmC1w8BAVWgwSzZJBLJJmATQA8HI4nksuo4nlM1RBJ5hwECj5Bo1s0fn4By\nhFl0AQE1RhC4gIAaU5dlst1ACNBGJBIliUSi2Y1fLQEBgYZA6RhcIpFMboqKCAgINDxCF11AQI0R\nBC4goMYIAhcQUGMEgQsIqDGCwAUE1BhB4AICaowgcAEBNUYQuICAGiMIXEBAjREELiCgxggCFxBQ\nYwSBCwioMYLABQTUGEHgAgJqjCBwAQE1RhC4gIAaIwhcQECNEQQuIKDGCAIXEFBjBIELCKgxgsAF\nBNQYQeACAmpMgx1d1BDsupHJ6wdjAfh5dEve7GqjNE9yfhn772RzLCaXyMwSUgvLMdLRpKudAW93\nt2WCp4VcnsE7bnE2saDWcmd1tuaXMW7Vf688m8Rn55NrTH90chtGuJsprW99+GTHba7E5BGVUkRm\nQRn6Opq4WOsztrct7450xdJEp85lJWWWsGx3FCfCM8gqKMfeXJexvW1Z/qoH5kbaSvN/8Vc0y36P\nAuDkit4M7WwlEx90O5uDoWkERGQRn15CfrEYBwtdBneyYtEEd1rZG9bv5utAVk4J+09HcSzgLjei\nMkhOK0RHW4OOHtbMnNCRWRM7oqEhqlNZe33vcPbSPa7dTudaZDoFRWVMHdOOnd++WGOe0jIxv/x1\nnR37I7h7L48HZWKc7IwZ6u3KR7N64uJoKpcnJiGHVRtDOBUUT3p2MZZm+gzt48Ly97xxdzZ/4mdR\nEyoj8Ht5pSzwjcdIR4PCsso651t/+T7/DU6lpZkug1xMsDPSJiGvjP2R2ZyJy+eD3nZ894KLTJ4Z\nna0Z6GJSQ3lpZJeIGdFK/scBmNHJCldTXbnwVuZ6da5zXVlzOI5ubqYM7WyFjakuRaViLkblsvKP\naDafTCTka2+crPSVlhObWoT34mDS88oY28uWNo5GXIrOZd2ReE6EZxC4qm+tH4uw2Dw+/zMaIz1N\nCh9UKEzz8n/DyMgvpW8bc6YMcEBLU8SFO7lsOX2PPYEpnFzemz6eDfsC/+UbybwVp7C3NsSntzNO\nDiakZRaz/1QUc5b64nv+Ln+uHYtIpFzkX24I4VpkOkYG2rSwMybybu0H6orFlQx9fQ9BYcl4ulnw\n2ott0dXR5PKNVNbvDGPngZsE/TGVdq0efQgv30hlyOt7KCgqY0gfF14b3ZbElHz+OBbJIb8Y/HdO\npms726d+Lo+jEgKXSCTMPnwXS30txnta8N2F1Drn7elghN/0tnKCvZ1ZQt+tN1lz8T5TOljR/bEW\nZGZna4Vl3ckq4bPzydgaajPWQ/HL+Honawa5Kv44NDR5vw1HT0f+IL4luyJZ/Xcsq/+O4X9vdVRa\nzvxNEaTnlbH2zXa8N7pldfjCLbdYcziOJb/dYeM7ist5UFbBjLVX6dnKDHc7A3YGKO7FfDCmJdMH\nOeJgIfuhW7U3hqW/3eGtDTe4vnaA0rrWBw9XCw5umMDoQe4yLfWqhf3p/cpO/j4Rxb6TUUwc3kZp\nWd8v9qGFnTGtXMw5G3qPwTP+qDX9/lNRBIUlM6SPCye2TJK5/vJ1gXz+UzDf/nqJLatHVoe/ucSX\ngqIyvlvsw4cze1aHB15OwmfGbt5YfJywA6/X6YNUV1RiDP7jpTT84vP5dYwbhtr1q9IETwuFrXFb\nK30mtZN2z88m5NeprM1h6QDM7GyFtmbzPxpF4gaY5O0AQExqsdIyYlOLOHk1E1cbfeaPdJWJWznZ\nA0M9TXadTabogVhh/sW77hCXVszW9zqjUcuL98kEdzlxA3wy3h19HQ0iEgvIauBjpQf3cWHM4FZy\n3XA7ayPeeq0LAAGh9+pUlo+XC61dLeosrrv38gAYNchN7vpjh7QCIDOn+LH0uVy/k4GNpQHvz+gh\nk75fjxa8OMida5HpnL+cVKfr15Vmf4tvZ5aw2C+RBb3sGFBDt/lJ0X744LXqMA4rFVey80YmIqh1\n7B90r4DvQlL5b3AKe25mkVlc3lDVrTOHL6cB0NHFWGla/4gsAF7oYi33Ihrra+HtaU5xaQUXonLl\n8vpdz2TdkThWTfOktcOTjaFFItB6+LHU1Gy4lkkZ2lrSa2o10jXbt7YEwPdcHJWVEpm4I/7SeaQh\nfR4NDe9nFAHg6miqcF6gpZN0/uZMSEKD1rNZu+jiSgmvH4zF2USXL32cGrTs/FIx+yJzEAEvuCke\nTz/OvshsMovFDG1pglst4+llZ2W/sLqaIv7Vx56VA1s0aNfqcb49EEvhgwryisVcickl8HYOnVyN\nWTTBXWneO8nSF8ujBoG2sjfk5NVMolKKGNLp0Xgxr6icWT9eo39bCxa86PrEdf8rOJWCEjFeHmaY\nGSqfzGsIxOJKdh68CcCI/m5KUj8Zowe5M2GYB/tORtFpzBaG9HFFR1uDsJtpBIYl8e70bsyf2q06\nvZW5dK4kISUfiUQi967E3ZN+YKPiah/715dmFfjn55IJv1/EudfboV/PrnltSCQS5hyJI62onHe6\n29C2DhNRv4RLu+dzuiluvTvZGvDLi24McjHG3liH9KJyTt7NY1lAEl8GplBRCV8ObtiPVBXfHYwj\nLbe0+u8RXa3ZuqAz1gom+/5J3sMehqmB4p+6Kjy3SLYnsuCXm2QXluP/eecn/nDFpRWzYPNNtDRF\nfDer3ROV8SQs+u4sEVGZjBroxvD+LZVneAJEIhF/rRvLyvVBfLkhhFsxWdVxQ/q4MOXFdmhpPXqn\nPVpa0NrVnOj4HNbtuML7rz/qpgeHJXMkQNrq5+Q/aNB6NpvALyYXsjoomYVe9vRpobyrWR/+dTqR\nvbez6e9kLDeDrojo7AcEJBTUOrk2/h/Lbc6murzZ1YZudob03XqT7y6k8qGXHVYGDd9KpW4dCkBa\nbinBkTks3hlJt4XnObykJ93clfdO6svfIansDEhm/dz2uNkZPFEZ6bmljPo8lIz8MtbPbd/gM+g1\nsW7HFb7fcglPNwt2/Hd0o13nQamY1z8+yvFzd1m/7AXGDmmFgb42QVeSef/L0wyc9jt/rhnL2KGt\nq/NsWDGMUXP28uEqP44GxNLZ04ak+wXsOxVFRw9rrt5Or3We40loljG4uFLCzIOxeFjq8dnAFg1a\n9idnEllz8T4DnI05MrkNulrKb/FpJte62RvSy8GQ8koJIUmFT1TnumJrpst4LztOLO9FVkE5r6+9\nqjSP6cMPTl6x4km0qvCq7nN2QRnvbIxgSCdL3hmh/OOoiPTcUoYsu8Cd5CLWzG7HvH9M7jUW63eF\n8cGXZ2jXyhK/Ha9hYaa85/akfLXpAn/53uGLDwfw1mtdsLM2wsRIl5ED3fhr3TjKyyv5YNUZmTyD\n+7gQ8uc0Jgzz4OrtdNbtvMLV2+l89a+BLJrrBYCN5ZN9UGuiWVrwwrIKorKlXRGDry4pTPPW0Tje\nOhrHgl52/DCsbi/awpMJrA29j4+LCYde88BAW/Es9OOUVVSy43qG0sm12rB6KI6i8rqv3z8NLjYG\ntHMy4mpcPpn5ZVjVsobdxlE69o5KKVIYH5MqO0ZPzCwhM7+MM9ez0JxwTGGeYSsuAvD9G+34YIxs\nFzg1+wFDl18kMrmQ9XPbN5m412y7zML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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(2, 1) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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GdjZjaBdzufBBncwe/0HUg3+9Ilj4+VlsLfXx6OuAg60RaVlFHDwbxRufncbr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\n7609J5Nn+ABHAve+ypTRrlwPS2fjzmt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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 0) a:right s':(1, 0)\n", "----\n", "s:(1, 0) a:right s':(2, 0)\n", "----\n", "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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pafmM6O9PoJ89Jy7cYsma0+wOvU7ob8/iYGdenr9vZ88Kbf1zMJrTl1MY0stX\nK89ZHT75civnLt7AytIMD/dGXI1MqlM7bVp6MvKJ9mrpLZt5aMx/NSKRQU99wc2kDAb2acHjA1pT\nrCghNj6VvzaH8+X8Z/RL4Fk/98fMxFAtfeZfkSzacp1FW2P4fkrzKu3MWHGFlOwivpkUxOuDvcrT\n3157jcU745j5VxTLpt6zcyI6i7+OJ9PCw5Lj87tiYXqvDitCbjL1p0t8ujmmQoHPHdOkpo+qNQJ8\nGrHlu5EM7eOn0lIvfCuPLk//xoY9kWzcG8mYQVX3JmYs2EdKWj7ffNSP1yfc+6G+/flBFq86xczF\noSyb+1h5et/OnhpFXlJSyq8bLwDw0tjWD/N4NeLrT57Dw70RTfxcCAm7Sr8Rn9epnbYtvZj7/qhq\n5c3PL2T4hG/Iyb1D2I6ZdO2k+htSKEowNNT+iLlex+CaxA0wrosrAFG38qu0EZ2cz54Lafg4mTHj\nMdUf37wx/liaGrI2LJG8O4ry9JiUAgD6t3BQETfAiA7OANzOLq7+g9Qh/bt6Mayfv1o33NXJkulP\ntwHgYPiNKu1Ex2eyJywOn8Y2zHiuncq1ea91x9LcmLXbLpOXX/V72HHoOgm3cunaxo3WgU41eJqH\no1+vZjT1d61Wb6Uu7FTGspXBREYns+jjp9TEDWBkZFgr96/XFrwitp2+DUArT+sq8wZfTgfgsVaO\naj96a3MjegTYsedCGseishjQUtkit/CwVJa9lE5BUQnm931o/jmjvPeAlvYa7xedXMDSPfFkFyhw\ntTWlV5AdTV0ta/iEtYOxkfJ7bWRU9Xc7ODwegMe6+6i/N0sTerR3Z09YHMfOJTKgm3eltpb/fR6A\naXXYeusCibcy+XFlMGnpuTjYW9GtUxNat9A8jPl9/TEkSeKZ0V2Ijb/Nzn0XyMzKx8vDniEDWuNg\nb6Wx3MOiEwL/YnssuXcUZOUrOHU9m9BrmbT2suKD4VWP564l5QEQ4Gqh8XoTVwv2XEgj4lZ+ucBb\nelrz1uPeLN4ZR7N3wxjazglrc0MuJ+Sy63waz3Rz5ZOxmrvhv4Ul8VuY6hhtTCdnfprWQuNkXl2h\nUJSyZutlAIb0rMZ7u54BKLv8mmji3Yg9YXFExGVUKvCEWznsPHwdW2tTnn488AFq3nDZe/ASew9e\nUknr2zOIVd9Nw8vj3vCuuFjBuUs3cHK0ZvnqED76ZAMKRUn5dUtLU5YsGs8L43trvY46IfAvt8eS\nnFVU/u8hrR1Y8XJLnGyqnkXPyld2vW0tND9KWXpmnmpX86sJgQS6WfD22mv8sO9el7aDrw2Terlj\naaZqz8nGhEXPNGVoW0d8nMwWNqn9AAAgAElEQVS5U1zKyZhsZv4VyYYTKdzKKiLk4041msHWJh98\ndYiLkak80duXwT19qsyflVsIgG0FKxW2VqYAZGYXVmrnlw0XKCmRGT+sGRbm9feBq0sszE35+N3h\njHyiPX4+yiHJ+UsJzP18M8GhVxgw6r+cPTgfS0vlO0zPyEOhKCEtPZcPF6xn9v+N4IXnemFubsLm\nHad466N1vPjmCnw8Henfu+o5p5qgE+vgSd/3pfS3QSR934cNb7Uh5nYB7T86xunr2bVyP1mWeWPV\nVV5beZWPR/kTv6Q32b/059DsTkgSPPHf03y3J16lTAsPK94f5ktLT2uszIxwtDZhSBtHgmd2wtfJ\nnLCIzPKhRV2zZM1pvlp5iiA/e1Z/9nid3be0VObXDRcBmD7u0emeOzvZMP/D0bRv44OdrSV2tpb0\n7h7Ing3v0qWDH1Exyfy8NqQ8f2mpDCgnI1+c2JvZ/zcCj8b2ONhbMXVCHxbOGoMsy3y+ZIfW66oT\nAi/DxdaUUZ1c2P1+B9Jyi3h+2YUqy5S10GUt+b8pS7e7r/u86lAiS/fE8/pgLz4Y7ouHgxlWZkb0\nDGzE1nfaYW5iwId/RpJ7R7PN+7GxMOLZ7spJwUNXM6rMr22W/naGtxYF09zfgQMrxmF/37JWZZS1\n0Fk5RRqvl7XwdjamFdrYefg6N27l0LWNG60C6m5yTVcxMjLkxYl9ADh05Fp5uq3Nvb/JqKEd1MqV\npYWfjtF6nXRK4GV4O5nTvLEVlxLySK3gB1hGoJtygiuighn3spn4+8fo2+9OpPVrrj7+dLUzJcjd\nktw7JVxLqnoWHygfSuQVllSRU7ssXn2KNz49QMumjhxYOQ5Xp+pP9gX6Kp89IlbzRykq7u4Y3bvi\n9f3lfykn1156hFrvqnByUE4M5+XfG9pYWJji2Vg5aWtnoz5X1MhO+XcruFP5b/1B0EmBAyRmKF+Q\nYRVj2n7NlS9u74XU8q5QGTkFCsIiMrEwNaBrE9vy9EJFKVDxUtjtbOWLNjGs3nj6eFQWAH7O1Ws9\ntcHnP4fz9mcHaRvkxIGVY3F20DzJWBH9Oiv9BfYeiVV/b3lFhJ1OxMLciK5t3DWWT0zJZfuhmEdy\ncq0yjp2MBsDP21klfWCfFgBcvJqgVubiFWWar5f2e0H1JvCIpDyyNKyxlpbKzPwrkpTsIro3tSuf\nmS5WlHI1MY/oZNVW1d/FgkGtHIi9fYfv9qqu/87ZEE1eYQkTeqhOmpV5nX29M1atDsv23SAhvRBX\nOxOa3+euejImS+NzrA1N5M9jtzAxkhjX1bUGb+DBWfDDUT786jAdWriw79exODaqWNzFxSVcjUkj\nOj5TJd3fy45BPbyJvZnNd7+fUbk2Z+kR8gqKmTCsOZYWmifOyibXJgxrhrmZ7k+uFRcruBqRSPT1\nlIe2dfpcLKWlpWrp+0Mu8/Wy3QBMGNdN5dqMqQMwMJD47Jsd3E69N7d0504RMz/dAMCzY7o+dN3+\njSTLctW5akhHP1v5xCeVV3bxzjg++jOSnoF2+DiZ42BlQnJ2IYeuZBCTUoCrnQn7PuxYLrLY2wX4\nvXUYb0czrn+jupzwb1fVIHcrwqMzCb6cQYCbBWH/clXNvaOg57xwzsfn4mxjwrD2TthZGnEmNocD\nl9IxNJD4843WjO7kUl7G981DGBlKdPS1pbG96d1Z9CzCo7MxMpT4aWpzJvdpXL0X1K5VNd+kOqs2\nX2LKR7swNJR4bXy78rH0/fg0tmHyqJYAxN7Mwu+xn/F2t+H6vmkq+f7tqhrk50D4hSSCj98gwKcR\nYb+ruqqWUVoq4z/oZ+ISszm3eZLWx9+SS/Xez+btp9i84zQAt1Ky2H3gIn4+TvTqqvTic3Sw5ov5\nzwD3/Me9PR2IPfvlA9sB6Dt8EZHRyXTv3AQPd2UP8vylGxw4fAWABR+OZta7w9XqO/9/W5jz2Sac\nnWwYPqQtZqbG7A6+WG5r/6b3MDOr3v4LyWHyKVmWO1aVr96WyQa2tCcquTFh1zI5E5tDZr4CS1ND\nAtwsmNDTjTcGe2NvVb2Wwd/FghOfdGXO+ih2nU9lx9lU3OxMeWOIl8bNJlZmRoTO6cxXO+LYdCKF\ndUeTKFLIOFmbMLaLC+8M9aGzv61KmZcHerL/YhphERmk5hQjA40bmTK5tztvDvGmjXfVTjna4HqC\nsidRUiLzzerTGvP06eRRLvDK8Pey48Rf45nz7RF2hcay49B13JwseWNie42bTcrYHRpLXGJ2vU+u\nnb0Yz6o/wlTSYmJvExOrnGPx9nRQEaa27Ewc151N209z4sx1du6/QHFxCS5ONowb2ZnXXhxAr26a\nhyyz/28ELYMas/jHPfy5KZyiYgX+Ps588tFo3n3tcUxNtd8TqrcW/JHmIVrwR4HqtuCPMtVtwXV2\nkk0gEDw8QuACgR7ToATe75MTGIzf89B25m6IwmD8Hg7e3agiEOgrDUrg9Ym2Pi4CQV2iE5tNqsuq\nl1uSX6S+/igQCDTToATu5Vh3nmICgT6gU1302NsFGIzfw5RlF4lIyuOZJedweSUYwwnK8XJF3eTC\n4lLmbojC/63DmD2/F7+3DjHrr0gKi0sxGL+Hfp+cqPCe64/fosvHx7Ccsg+Hlw7w7LfnuZl+R61O\nIVeUvtkG4/eU/1eZ3frmYPgNDJp/ydylRzRe9x24HN+By8v/vXLTRQyaf8nKTRfZHhJDj+d+x6rD\nN9h3XcrYt7YSWYHPekPmYOgVJIfJzP18k8brPm3fwaftO+X/Xvn7YSSHyaz8/TDb95yl+5BPsPR8\niUZ+r/LU5KVERt+qq6pXG51swaNT8uk6+zgBbhY8192NgqJSbMw1V1WWZZ5afJbtZ1Np6mrBjMe8\nKC6RWXUokcs38yq9zw/7brD19G2Gt3eid7NGhEdl8eexW5yLz+HMwm6YGhtgZ2HE7NF+rDqUSFzq\nHWaP9isv76OHPYpN+yLZeTiWUQOa0KeTJ+eu3mbDnkiCj98g7PdnCfTVHOnmUWLj9lPs3HeBUUPb\n07dHEGcvxrNh20mCQ69wZOcsApu61XcVy9FJgYdey+SD4b4sfLpplXnXhiax/WwqvQLt2PtRR0zu\nhiua/5Q/3eYcr7TsrnOphM/vQiuve15o45eeZ93RW2w5lcK4rq7YWRozd0wTQq5kEJd6p14DLtYF\n24Jj2Pr9SJ7s61+e9s2a0/xnUTAz5u9n34qx9Vg73WDbrrNs+/0tnhzctjztmx/38NZHv/Pq/61m\n/+b367F2quhUF70MF1sT5oz2rzojsPpwIgALxjYpFzco93/PGlW5jdcHe6mIG+DFfsqQt+HRmjeX\n6Dv9u3ipiBvgtefa4u9px4Hj8cTdrJ0gHA2J/r2aqYgb4LUXB+Lv68yBw1eIu5FaTzVTRycF3sbL\nGlPj6lXtTFwOBhJ0D7BTu9ZTQ9r9dPSzVUsri8OekVd1sAd9pHcn9ZjehoYG9Oyg3Ehz5kpyXVdJ\n5+jTI0gtzdDQgJ5dlD3OM+fj6rpKFaKTAne1q/6JJln5CuytjDHSEFPaxbZyO3Ya4rgZ3d0D/u89\n0o8KLhXsK3dxVKZn5Wo/KEFDw8XJRmO6q7OywcjKLqjL6lSKTgpcovqBC23MDUnPLUZRor4+fn8g\nx0eNsuCPmt4LQGaO5mCKyWmao9gkpyrTba2q//HVdQwMlD9/haKCd5RVwbu4rXmYcitFOay7P0RT\nfaOTAq8J7XxsKJXhSESm2rVQDWkPSllkmZIG0rI3uhtLLeFWjtq1qLgMsioQ+KET6hFHSkpKCT11\nE4B2zVzUrjdUGtkpeyU3bqq7LEfFJFfYEoeEXVVLKykpJfR4JADtWlceR74uafACn9hTuSTx8d9R\nFN33Jc7KL+aTTdFau4/D3b3p8am60/2qjCBfe2ysTNhyIJqU+1rlgjvFvLkwuMJyB47H889B1fe2\n9PezRN/IpF8XT7wba+6eNkSCmrphY23Olp2nSbmvVS4oKOKND3+rsNyBw1f4Z/dZlbSlP+8j+noK\n/Xo2w9vTsdbqXFN0cpmsJkzq5c6fR2+x63ward4/wrD2ThSXyGwMT6aTvy3XkvLRRqjy/i3s+ft4\nMmMWn+Pxto6YGxvi7WjGxF6aY5bVN8bGhrwxsT2f/HCM9mPWMHJgExSKUvYdjcPdyQp3Z80naQzr\n58foN7YyakAT/L3sOHf1NjsPX8fe1ozvPh5Qx09RuxgbG/Hm9MdY8MVW2vWdzaihHVCUlLD34CXc\nXRvh7qp5knbYkLaMmvQto4a2p4mvC2cvxrNz33nsG1ny/f8m1vFTVE6Db8ElSWLjf9oya5QfxSWl\nLN0Tz9ZTKUzq7c63zytnOytykqkJL/bz4IPhvmTlK/jfP7HMXh/FryE3H9pubTLvte4s/E9PzEwN\nWf7XeXYeus7ox5qya/mY8mOO/s2ogU3ZuGQ4N27lsGTtaY6cTWT0Y005su5ZgvzUD2Ns6Mz7YBSL\nPn4KMzNjflp9kB17zzNmWEd2//0Oxsaaz84bPbQDm1a/zo2b6Xzz0x6OhEcy+skOHN31MUEBuvXB\n1+uILnsvpDH4s1O8P8yXRc9U7TRTZ+hgRJeVmy7ywszd/Prp4GqFe6pNdDWiy8rfDzPl9V9Y8e1U\nJj/Xq17r8khFdEnMuKOWlpZTxId/RAAwqpOz2nWB4FGgwY/BAd5ZG8G5+By6NbXDycaYm+mF7DyX\nSnpuMS/191ALoCgQPCrohcBHdXImOauQf86kkJmnwMzYgBYeVrzQtzFT+1YzlLFAoIfo9RhcZ9HB\nMbguoatjcF3ikRqDCwQCzQiBCwR6jBC4QKDHCIELBHpMlQKXJOlXSZJSJEm6WBcVEggE2qM6LfhK\nYEgt10MgENQCVQpcluVDgDgCRCBogGhtDC5J0kuSJJ2UJOnk7ZxHN9CCQKBLaM2TTZbln4CfADq6\nW8nylUczaGF1kCzUAwYI7iEbat7FJag5YhZdINBjhMAFAj2mOstk64CjQKAkSQmSJE2t/WoJBAJt\nUOUYXJblZ+uiIgKBQPuILrpAoMcIgQsEeowQuECgxwiBCwR6jBC4QKDHCIELBHqMELhAoMcIgQsE\neowQuECgxwiBCwR6jBC4QKDHCIELBHqMELhAoMcIgQsEeowQuECgxwiBCwR6jBC4QKDHCIELBHqM\nELhAoMcIgQsEeowQuECgxwiBCwR6jNaOLtIGay+k8vyWaAB+HOrLi+2cqyxzM7uITdfS2RGVydXU\nApJyi7EyMaSdqwUvd3BhdJC9Wpn+qy8TEp9Tqd0pbZz4eZhf+b/nhSQw//DNCvNvfzaQIf52Vda3\nJry/+gqnorKISMwjNacIcxNDvJ3MGdHFhdce98HBxqRW7ZSUyKw4cIM1B29yIS6bO8WluDUypVMT\nO+Y/G0BAYyu1Mll5xXy5JYYt4cnEJOdjIEl4OZrRvZk9S6e1wNhIe21KWkYBm/ZFsONgDBcibnMz\nORcTYwNaBTgxeXQrpoxphYGBVCt2YhOy8BvwY4U2n34iiHVfD1dJS7iVw6pNFzl3JYUzV5KJuZGJ\nLEPEnmk08W70YC+hCnRG4DeyCnljVyxWJgbkFpVWu9zSk7f475EkfO1M6ettg6uVMXFZRWy6ms7+\n69m81cWVLx/zVikzqY0TfbxtKrCXTHqBgiFNbDVen9TaER9bU7X0Jo3Mql3n6rJ423Xa+9kysI0j\nzram5BUqOB6Rybw/Ilm+J56jn/fA09G8VuzkFigYuegkBy6k0dbXhkn9PDAzNiQx/Q6HL6cTkZin\nJvCrCbkMnnecm+l3GNjakSHtnShWyMSl5PN3WCJfTm6mVYH/vesqr87di5uTJf26eOHpbkNyaj6b\n9kYwbdYudh2O4a9vRiBJlYv8Yey0CXJmxMAmauktmzqppZ28eIuPFx9GksDXww5ba1Myswsf/AVU\nA50QuCzLTN0Wg4O5EaOC7PnyWFK1y3Zyt+LAxGZqgr2SWkD3FZdYfPwWz7V0pIObZfm1yW3UXz7A\ntbQC5h++iYulMSMCNH9Rn2/tRF8fzR8HbZP122DMTNQP4pu59iqLNkSzaEMU309vVSt2Xl52gQMX\n0vjh5ZZMH+ytVrZYofoRzi8sYcTCk+QUKAhd2J2ugarvT1FSimE1WtOaEOBjz5YfRjO0r79KC7vw\n7V50GbuGDbsj2LgngjGDA2vNTttmzsx9vWe16tuxpSshvz1LmyBnbKxM6TdxHSHhN6r5tA+GTozB\nvz2RzIHYbH4Z5oelcc2qNDrIXmNr3MzRnHHNld3zkLjsatlafjoFgMltHDE2rP9Xo0mUAON6uAMQ\nlZRfK3ZOR2fx+6FEnu7pplHcgFpLvGxXHJFJeSycEKQmbgAjQ4MqW9Ka0r+bN8P6N1HrPrs6WTH9\nmbYAHKyGgLRlpyo8XK3p1dETGyv1HmBtUe8t+JXUAj48EM8bnV3p7W1DcGz1xFgdjO/+wYyq0XIU\nKkpZcyEVCSod+4fdyOFUUh4lsoy3rSkDfG1wtDDWVpWrxbaTyQC08rauFTu/351reKanO1l5xWw7\nkcyNtDs4WJvQv5UDTe7rDZWx7nAikgTP9HInNiWfnadvk5lXjJejOUPaOVV7vkBblH2AjAwf7qNS\nlZ3ElFx+/OMsaZkFONiZ062tO62Dqp47qivqVeCKUpnnt0TjZWPKp/08tWo7u1DBxqsZSMBjfprH\n0/ez8Wo6qfkKBvra4FfJeHp2SILKv00NJd7t5sa8Ph5ab6HK+GJzNLl3SsjKV3AqKpPQKxm09rHm\ng9H+tWLnZKTybPe42wU0eSWYtJzi8muSBC8P9mbJiy0wvPujL1aUci42GycbE5bviWfmb9dQlMjl\nZSzNDPlmagteGKjdv3FFKBSlrNlyCYAhvfyqyP1wdvaGxbI3LFYlrW9nT1Z+PhQv97oZylVGvQp8\nwaGbnLmVx6Hnm2New655ZciyzLR/rpOcV8wrHZxpVo2JqJ/PKLvn09pr/vq2drHg5yf96OttjZu1\nCSl5xeyJyWL2wQQ+DU2kpBQ+7V87P+Avt1wnOfPeZMyQdk6seKMNThom+7RhJyVLmeedFVcY2cWF\nBc8F4uFgxvHITF5ZdoEfdsXhZGvC3GcCAEjPLUZRIpOWU8xHa6/x8bimvDDAA3MTQzaH3+I/v1xm\n2vfn8XE2p39rxwd9DdXmgy9DuBiRyhN9/Bjcy7dW7FiYGzHr1W6MHNgUP0/l6sn5a7eZ920Ywcfj\nGTj5D85snoylRd32XP5NvQ00j9/MZVHYTd7u6kY3j4frav6bd/fFs/5KOr08rdVm0DURmX6Hg3E5\nlU6ujQqyZ0pbJ3wbmWFmZICXrSkvtnPmn2cCMTaQ+PJYEqn5xRrLPixJKwZSumkoSSsGsuH9DsQk\n59P+7cOcjs6qFTuldxvfoMaW/PFOe4I8rLAyN2JAa0f+/r8OGBjA11uvU1SsnGgrvVugpFRm6kBP\nZj/dFA9HcxxsTJg60ItPJwQiy/DfTdEP/zKqYMnqU3z16wmC/OxZ/d+htWbH2cGS+W/2on0LV+xs\nzLCzMaN3J092/zqOLm3ciIrL5Oe/zz/Mo2iFehG4olRm8pZoAhzMmN/HQ6u2398fz+Ljt+jtZc0/\nzwZiWo1lmYeZXGvvZklnd0uKS2WOJuQ+UJ2ri4udKaO6urJ7TmfScop5/puztWLHzlI5p/BkJ5fy\nbngZbXxt8HW2IKdAwZW7z2treW8OYlRXV7X7jeqiTAuPzHyg+laXpWtP89an+2nexIEDq5/B3q7q\nnpu27RgZGTB1bGsADp9MqCJ37VMvXfTcohIi0u8AYPHZCY15pm+/zvTt13mjsytfD6q6FQZ4e08c\n34Tfop+3DVufCcDCWPPs8f0UlZSy+vztKifXKsPx7g88r7j66/cPg7ezBc09rTh7PZvU7CIcH3AC\nqyI7gY0tCY/MLBf6v2lkpUwvKCoBwMLUEE9HM26k3sHOUv0ndS9/7b2fxStP8vaiA7QMcGTfyqdx\ndlCfCKwrO06NLADIq6UeXU2oF4GbGhrwQlvNa9FnbuVx5lY+PT2tCXAwo6sGb6l/I8syr++K5YdT\nKQz0tWHzuMBqj+k3Xc3gdjUm1yqiuKSUM0l5APjZ1d3yR+LdD+TDri1rsjOgtSNrDt7kkgZvv8Li\nEiITlc/r42yuUmblgQQuxufQ5V/DnIt37fg6P1iLWhWf/3ScD78MoW0zZ/b8Og5He4t6tXPsXCIA\nvp5VT+7WNvUicHNjA5Y/qXlWcl5IAmdu5TOxtaNKi5pfXEJ8VhEWxsrxbxmyLDN9+3V+OXubIf62\nbBgbgFkNvKXKJtdeau9SYZ6cwhISc4sIdFD9gRaVlPL2njjis4sIcjCjo/uDtRqaiLiZi4udqUr3\nF5Tj3Y9/v0ZKVhHdgxqVt47FilKib+VjbCjhf98yVk3tAIzp5spHa6/yZ1girz3hQ+eAey64C/6K\nIitfQb+WDrje90Gc8YQPqw8m8PnGaIZ3cimfuLtTVMKs364B8Eyvxlp6O/dY8N0R5iwJpUMLF3b/\nOq7S7nRxcQnR8ZkYGxvg76X6EaqJHYDTl27RtpmL2tr5/qNxLF55EoAJw1s84FNpj3pfB68u4Tfz\nGLD2Cn28rDkwqXl5+oLDN/nl7G3MjQxo62LJ52GJamXbuFowMlDdJz0q/Q7Bsdm4WBozPKBiP/K0\nAgUtfjhPR3dLghzMcbM25naegoNx2VzPLMTRwojfRjXBQIvLZDtO3+ajtVfp2cweH2dzHKxNSM4s\n5NCldGKS83FtZMpPr97zPruZfofmr4fg7WTO9Z/6P7AdAEszI1a83oZhn56k98yjjO7qiruDKeER\nyqU1Z1sTlr2iWqaDvy2zxwUw948IWr15iGGdXDAzMWDPmVQik/LoHtSI90Y9+JKVJlZtusicJaEY\nGkr07OjBkjWn1PL4NLZl8mhlXW8m59L8iV/wbmzD9QMvP7AdgHc+CyYyNoPu7RrT2FXZy7xw7TYH\njsUDMP/NnnRvr/5Bm/LBjvL/vxqTDsAHX4RgbakcHk19qjU9O2pvXqrBCLwirt9d9ilQlPLZEXVx\ng9J/XJPAfz6TgkzVk2v25obM6OTCicRc9sRkkV6gwMRQwr+RGe91d+M/XdxwrmC8+qAMbO1I1ABP\nwq5kcCYmi8w8BZZmhgS4WzKhb1PeGOqDvXXVY+8HtfNYWyeO/7cHn/wdyb7zqWTlF+NqZ8r0wV58\nPK4p7vbqw5nZTzelpZcV3/wTy19hSRQpSvF3tWDBcwG8O9IP02rMidSE6wnKSbuSEplvVqmLEqBP\nZ08VYWrLzoThLdi8L4ITF5PYebiA4uJSXBwtGPd4IDMmtKdXR81Lpqs2XVRL27gnQuU+2hS4JMty\n1blqSEd3Kzl8akut29UXpA61vxbcoGle/11bXccg8L+nZFnuWGW+uqiMQCCoH4TABQI9RghcINBj\nGpTA+6++jOEnxx/azryQBAw/Oc5BLe5c0xX6zTqKwajtD21n7h8RGIzazsGLaVqolaC+aFACr0+0\n9XHRZ7T1cRFojwa1TLZyhD/5deQO2lBZ9WZb8gtL6rsaAh2hQQncq4bbIx9FvJxqxx1U0DDRKYHH\nZhbiv/Qsk1o78mEPd2aHJHAwNpvUfAX7JjRj/qEEQuJzKJnVRaVcoaKUz8ISWXMhlZs5RbhbmfBc\nSwdm9WqMxWcn1Lzf7mf9lTS+OJrExZQCzIwkHvOz5YuB3jS+u/GirE5l3N9Nr8xubRGbko/f9GCe\n7+fBh2P8mb0uguALaaTmFLF/flfm/RFByKV0SjepbnEsLC5h0YZo1hxM4GZaIe72pjzXuzEfj2uC\n+bhd9GlhT/An3TTec/2RJP63KZqL8TmYmRgyqK0jX0xuTmMHM5U6lXF/N70yu/XNwePx9J/0B7Nf\n664xrppv/2UA5V5vKzde4IUPd/Lrosdxsrdg4bKjnLt6GxNjAwZ082bh271p6qPuUFWf6JTAy4jJ\nKKTbiksE2JvxXEtHChSl2Jhq9oKSZZmn1keyIyqTpvZmzOjoQnGpzKrzt7mUWlDpfX44lcy2iAyG\nBTSit5cN4Tdz+etyOueT8zk9rRWmRgbYmRkyu1djVp2/TVxWEbPv86f2rsPNJf8m+lYeXd8PI8Dd\niuf6NKagsAQbc81/TlmWeerz02w/lUJTN0tmPOFNcYnMquAELt+oPHz0Dzvj2HoimeGdXOjdwoHw\nyEz+DE3i3PVsznzdC1NjQ+wsjZn9dFNWHUgg7nYBs59uWl7ep5Y2mNQnm/ZEsPPwdUYNbEqfzl6c\nu5LCht0RBB+PJ2zdeAL9HOq7iuXopMBDb+TwQXf3akVIWXshlR1RmfTytGbPhCBM7rqczuvjQfcV\nlyotuzs6k+NTW9LK+d6uofGbovjjUhpbIjIY19wBOzMj5vTxICQum7isIuZoef/6gxJ6JYMPxviz\ncEJQlXnXhtxk+6kUejW3Z+/cLpjc3Wk3/9kAur0fVmnZXWduE/6/HrS6L7Dl+K/OsO5wIlvCkxnX\nwx07S2PmPhNAyMU04m4XlEd60Ve2BUezddlonux3L1zyN6tO8p+FB5gxby/7Vj1Tj7VTRSdn0V0s\njZndu3o7j9acTwVgfl+PcnED2JkZMbNn5TZe7+SqIm6AF9spt7GeSKzd4A0Pi4udKXPuaykrY3Ww\nMvDAgucCysUNysAOs8ZWbuP1oT4q4gZ48THlh7e2AzjoKv27eqmIG+C1Ce3x97LjwLF44m7WLNJO\nbaKTAm/tYlGtSCwAZ5LzMZCgu6d62KeeGtLup4OG7Z2eNspud0aBbs9Et/GxrvbmjTMx2RgYQPcg\n9XBUPZtVfqJGRw0HQJQdkpCRW/8BDeqD3p3Ue5aGhgb07KDs3Z25klLXVaoQnRS4aw12ZmXdUWBv\nbqQxNLKLVeV27EzVRyhldkpqYROONnGtwfg/K1+BvZUJRhp2zLlUYUdTVJeyEMKlj+iKpYuj5n3/\nZelZObV7WklN0EmB1+U79VoAAAXQSURBVGRbtY2pIekFChSl6oJM1uMWpiYhmm0sjEjPLUJRoq7I\n+6OsPmqUBWtQKDR/zCs6Vig5Na/SdFtr3VnO1UmB14R2rpaUynBEw2xwaBUzxDWhLKRRiYYPia7T\nzteG0lI4cjVD7VroFfW0B6X8HZU0jHfUyEa5zJdwS91lOSouo8KW+NAJ9VNOSkpKCT2lnOto10x3\nDj5o8AKf0Eq5t3r2wQSK7muhsu4o+DS04tNAa4r93SWo+KyG1+JN7KscG378e0R5qGNQngT6yd+R\nWruPw93AEfFVLE/qCkF+9thYmbBlfxQpafda5YI7xbz5yf4Kyx04Fs8/wVEqaUvXniY6PpN+Xbzw\nblz/sdjK0MllspowqbUjf15OY3d0Fq1/vMCwADuKS2Q2Xk2no7sV19LuaCWUUn8fG9ZfSeep9ZE8\n3sQOcyMDvGxNmNhac/BIXWJSv8b8GZrIrjO3leGUOjtTrJDZeOwWnZrYcu1mnnbeUWsH/j6SxJjP\nT/F4eyfMTZXHFJd9YHQNY2ND3pjUgU++P0r7kasY+VhTFIpS9h2Jw93ZCndnzQE/h/XzZ/Rrmxk1\nsCn+3o04dyWFnYdisLcz47s5j9XxU1ROg2/BJUli49gAZvVsTHGJzNITyWyNyGBSaye+HewDgHUF\nTjI14cV2znzQ3Z2swhL+dzSJ2SEJrDh7+6Ht1gWSJLHxgw7MGtuE4pJSlm6PY2t4MpP6NubbacrI\nOzYWD/+tf3GgFx+M8Scrv5j/bY5h9u8R/Lqvdk/PfFjmvdGThe/0xszUiOV/nWPnoRhGDwpg1y9j\nMa4gMu+oQQFsXDqSG7dyWLL6FEfO3GT0oACO/DGBIH/dcXIBPQ/ZtDcmiyG/X+X97m4s7O9V39Up\nR5dCNu09e5vB88J5f7Q/iyZW7TRTJ+hoyKb7XVWrivNW2zxSIZsSc4rU0tLyi/nogDLCpaaAi48a\nZfHP7yctu4gP11wF7p0+ItAvGvwYHOCdvXGcT86nm4c1TpZGJGQXsStaGf30pfbOdK7G4Qn6zjsr\nLnPuejbdghrhZGPKzbQCdp6+TXpuMS8N8lKJfS7QH/RC4KOC7EnJK+afyAwy75RgZiTRwsmCKW2d\nmFrBCSqPGqO6upKcWcg/J1LIzC/GzNiQFp5WvDDQk6l1dKyvoO7R6zG4rqJLY3CdREfH4LrEIzUG\nFwgEmhECFwj0GCFwgUCPqZbAJUkaIknSNUmSoiRJ+qC2KyUQCLRDlQKXJMkQ+A54HGgOPCtJUt0G\nIhMIBA9EdVrwzkCULMsxsiwXAX8AI2q3WgKBQBtUR+CNgfsdihPupgkEAh1Ha44ukiS9BLx095+F\nhp8cVz8IWVCGI5Ba35XQXbaDeEdV4V2dTNUR+E3gflcnj7tpKsiy/BPwE4AkSSerswj/qCLeT9WI\nd6QdqtNFPwE0lSTJV5IkE+AZYGvtVksgEGiDKltwWZYVkiS9BuwGDIFfZVmuPOC4QCDQCao1Bpdl\neQewowZ2f3qw6jwyiPdTNeIdaYFa2WwiEAh0A+GqKhDoMVoVuHBprRxJkn6VJClFkiSxhKgBSZI8\nJUkKliTpsiRJlyRJerO+69TQ0VoX/a5LawTwGEpnmBPAs7IsX9bKDfQASZJ6A7nAalmWxYb5fyFJ\nkhvgJsvyaUmSrIFTwEjxG3pwtNmCC5fWKpBl+RCQXt/10FVkWU6SZfn03f/PAa4gvCYfCm0KXLi0\nCrSGJEk+QDvgeP3WpGEjJtkEOockSVbABvj/9u7YBIEoCqLoTGAtFmFmaA9GNmAldmAogoFtmJpt\nA5YhjMFqIIIsuPDdxz2w+Utusgx8bZN8viuEwcYMfNCkFfjG9kx93Ick59b3TN2YgTNpxU/cP5m6\nl9Ql2bW+p4LRAk9yl/SatHaSTkxa39k+SrpImtu+2d60vunPLCStJS1tX5/fqvVRU8aSDSiMn2xA\nYQQOFEbgQGEEDhRG4EBhBA4URuBAYQQOFPYANa+OH3vKGqYAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 1) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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LKFxcRjWa/VYVF33L8qEUlbT+paCNydZ1MykqLmvuagi0EFqVwJ1sm3/xfkvHycGs9kwC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\nnrmH7zH38D3e62nDd8Nqb4UB5vvH831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LKFxcRjWa/VYVF33L8qEUlbT+paCNydZ1MykqLmvuagi0EFqVwJ1sm3/xfkvHycGs9kwC\nzwwtqosel5yHWtcfmbnoFJHxObzyyXGsB/+OejfZeLm6bnJpmYQl60Nxf3EbOj1/xm3kVhb+eIHS\nMglqXX/Eb/a+au+5+0Q0vab+jX7vXzAf+CuvfnJcLkJLZZ2CriQDoNb1x6r/arLbWMQlZCCymsuM\ndzcTGZPGy3M2YNXuI9Ss3yQw5G613eTS0nKW/PcQbj4L0HaYh6vP5yxctZ/S0nJEVnMZNPabau+5\n+9AVeg5fhZ7zO5h5/odX3thIUkq2Qp2CzkUCILKaW/VfTXafls2bDzFhwv/h5jYGXd2+GBkNpG/f\n19m+/YjS/Jcu3WLYsHkYGg7AyGggQ4e+zfnzN1iy5BdEIh8CAxWDdty5E8eMGUtwdByJlpYv1tbD\nmDx5AXfvxinknTFjCSKRD3Fxyfzyyx46dnwZHZ0+WFsP4403vpTbfRYYeBmRyIf4+BTi41MQiXyq\n/psxY0lDvaKW2YLHJObiO203ns7GTH7Bk+IScdVurX8jlUp56aOjHD4bj4eTMfNe7ki5uIItB+9w\nO0ZxY8jj/PzXTQ4GxTF6oAsDutsRejONXf7RhEVlcu3Pl9HWUsfEUJtFc3uw5eAd4lPyWTS3R1V5\nF7vm61HExD2g14iv8HS3YsqEnhQXl2NkqHyZrFQqZcLrv3D4xE083Kx45/VBlIslbP7zPLfupNR4\nn582BXHweBijh3dmYG8PLl69x679lwm7lcj10wvR1tbExFiPxR+9yOZd54m/n8nij16sKu/iVHuU\n2Sflrbe+on17NwYM6IqtrQWZmbkcORLCtGmLuHs3nuXL36rKe+bMVYYNeweJRML48YNxd3fg5s1o\n/PzeZPBg5etFjh07x/jx/0d5uZhRowbQpo0DiYnp7N0bwOHDwQQE/KL0XLGPP17L8ePnGTVqAMOG\n+RIQcJmNG/cRHX2f06fXA+DiYsfixXNYs2YnAB988GpV+S5dvBrsHbVIgQdfS+HT17ux8t3etebd\nfjiSw2fj6d/VlhO/jKlaV77s7V70nr67xrLHziUQun0iHT0e/QinfObPzmNRHAiMZdIwD0wMtVny\nZk+CLicRn5LPkjd7Pt3DNRDBF6P57P0RrFwwrta82/++yOETN+nv24aTu/+Dlpbsz77sk9H4Pv9V\njWWPnb7FpeOf07HdoyCVk9/8lZ17L3HgWBiTxvhgYqzHko9HEXgukvj7mSz5uPGcRo8THr5LYb13\n5ZG9X321mTffnIC9vRUVFRXMmrWc0tIyjhz5nuef71uVf/363bz1luI7yM7O49VXF6Cnp8OZMxtp\n1+7RsuXw8Gh8fWcye/Zyrl7doVD2woWb3Ly5Cycn2Q5GsVjM4MFvERBwmdDQcHr27ICLix1Llsxl\n8+Z/AFiypHGcky2qi16Jtbkui+fWTUhbD90BYPk8X7lNIyaG2iycU/NKvndf7SQnboDZ49sBEBre\nsuONWVsaybWUNVG5Nn3FZ2OqxA1gYqzHF/NH1lj2vTl+cuIGmDO1PwChV+PqUeOGR9lmDi0tTebN\nm4hYLOHUKdnxvOfO3SA6+j5+fj5y4gZ4443xSvdtb916mJycfJYunSsnboAOHdowZ85Yrl27y+3b\nioEnFy2aUyVuAA0NDWbOlH30QkNv1f9Bn4IW2YJ39rRQGlVFGdfuPkBNTUSfzjYK1/p1sa2xrE87\nxYAFjtayHVLZeS07Mkvn9g5oa1e/f/1xroXfl72jHoox5vv1alNjWZ/OLgppjnayIBvZuc0bky0h\nIZXVq7dw6lQoCQmpFBfL/82SkmTbYK9dkzUC/fp1UbChpqZGnz6dFYI3nD9/A4CwsCiWLPlFoVxl\n/oiIewofAB8fxQ1Sjo6yzSfZ2U0bp61FCtzGvO5BH3ILyjAz0la6D9u6FjvKdn9V2mkJhxjUhI1V\n3Y/Yyc0rxsxUHw0NxY+mtWXNdkyMFcf1le9IIqlQuNZUxMYm0rPna2Rn59O/fxeGDfPF2NgAdXU1\n4uJS2LLlH0pLZdOFlc4ta2vlMwzK0jMzZXv+N26s2ZFaUKAY1kpZqKbKdy+RSGq019C0SIHXJ2i/\nkb4WWXmliMUVCiJPy2xdUT/rQ73ekaEOWdmFiMUSBZGnPchr6Ko1Cd9+u4PMzFw2bVrMjBnyY/6d\nO4+xZcs/Vf82MpL1ytLSlDtdlaVXxl0LC9tJp04eDVXtJqdFjsHrQ1dvCyoqpJwLUzzYIPh6zR7i\n+qCuLhNUc7ZaT0rXjo6yd3QpRuFa8MXoBrtPU76j6GjZqSETJgxWuBYUJL/Hv2tXmVc6OPi6Qt6K\nigrOnVOMR1AZtuns2WtPXdeaUFdXa9T31eoFPm2kbJriix8vUFb+qPuTm1/aoIcRmD+M8pqQ2vpO\nMZk+UTYbsXDVAcrKHq0EzM0rZvm3hxvsPuamslYvIbHm6cmGwMVF5l8JDLwil378+Hl+/fWAXFrf\nvp1xd3cgIOAyR4+GyF3bsGGv0uCJM2eOwsTEkKVLNxIaGq5wvaKiQum8eX0xNzfmwYNsiotLntqW\nMlpkF70+TB/lxa7jURw7l0DHl3YyaqAr5eIK9p6KoUd7K+7G5dTrGOLqGNzTgb9PxDDhw6M8388Z\nXW0NnG0NmfZiw81ZNhbTX/blz/2XOHb6Fh0GLGX08M6UiyXs+ecqPbq4cDc6rUHe0ZD+3vx98Arj\nZ67nhaEd0NXRxNnBnGmTfBvgKeR5++2JbNp0iIkTP+Wll4ZgZ2dBeHgMx46dZ9KkoezadaIqr5qa\nGr/+upARI95j9Oj5TJggmwe/cSOaEycu8vzzfTh69JzccUbm5ibs3r2aceP+D1/fmQwZ0oP27d0R\nieD+/TTOn79JZmYuJSXnnuo5hgzpyaVLtxkx4j0GDOiKtrYmnTt7MmrUgKeyW0mrF7hIJGLvt8+z\n8rcrbD98l3V/3sDWQp/po7x5e1IH9gfcq3aRTH2YPa4d8Sn57Doezf+2XEMsrmBgd7tWIXCRSMS+\nzW+xcs1Rtu2+wA+/BWBrbcxrL/fm7ZkD2X/0OkYGdYtDXxOzp/YjPjGTP/dd5r/rjsveUR/PRhF4\np04eBASsZ+HCnzl8OBixWELnzh7s3fs/TEwM5AQOMGiQD0FBG1i48CcOH5a14r16dSAgYD07dhwF\nwMhIPgzVkCE9uXFjJ19/vY3jxy9w9ux1tLQ0sbOzYPBgHyZMGPLUz7Fw4SxycvI5dOgsISFhSCQS\nXnvtxQYTuEqHbDpx4T7D3zrIJzO7seq92hfNNBUtKWTTicDbDJv0PZ++N4JVC2tfNNMkNHHIpr59\nX+fixVvk5gbKRVRtyTxTIZuS0wsV0jJzSvhsrWyBx7jBrSt+d2OQnKp4MERmVgGfrpBNA417QXGO\nWJUoKipRelbY5s2HOHfuBsOG9Wo14q4Prb6LDvDhN8GERWXSu5MNlqa6JKUXcDQknqzcUt6Y0J6e\nHVpGhMvmZP6ivwm7lUifHu5YmhuQmJzN0dO3yMouZO70AfTspngkkyqRkJBK165TeO65nrRp44hY\nLOHatbsEB1/HxMSQb775T3NXsVFQCYGPG+JGWlYx/5yJIye/FB1tddq7mfH62HbMGld72OVngfEj\nu5L2II9D/jfIyS1CR1uT9l62zJrSj1lT+tZuoJVjbW3GlCkjCAq6SkDAFUpLy7CxMWfmzFEsWDCr\nUWOYNycqPQZvqbSkMXiLRAibXCvP1BhcQEBAOYLABQRUGEHgAgIqTK0CF4lEjiKRKEAkEt0WiUS3\nRCLR+01RMQEBgaenLl50MfChVCq9KhKJDIErIpHohFQqvd3IdRMQEHhKam3BpVJpilQqvfrw//OB\nCMC+5lICAgItgXqNwUUikQvQFbjYGJUREBBoWOq80EUkEhkAe4APpFKpQpQAkUj0BvAGgJOFDtyO\narBKqhpSHdVbEtmQiNSb/5x1VaFOLbhIJNJEJu4dUql0r7I8Uql0g1Qq9ZFKpT6Whk+/e0tAQODp\nqYsXXQT8BkRIpdJvG79KAgICDUVdWvC+wDRgsEgkuv7wvxcauV4CAgINQK1jcKlUGgw8fbgPAQGB\nJkdYySYgoMIIAhcQUGEEgQsIqDCCwAUEVBhB4AICKowgcAEBFUYQuICACiMIXEBAhREELiCgwggC\nFxBQYQSBCwioMILABQRUGEHgAgIqjCBwAQEVRhC4gIAKIwhcQECFEQQuIKDCCAIXEFBhBIELCKgw\ngsAFBFQYQeACAiqMIHABARVGELiAgApT57PJGoNPdkZy5V4ekSmFZOSXo6ulhrOFLmO6W/HOMEfM\n63EEUmJmCYv2RHM8LJPMgjJsTbQZ42PF4vHumOprKuSXVEj583wqv5y6T1RqEXnFYhzMdOjracKH\nI11o72Aglz/wdhaDv7xc7f0/HuXCV6941v3hayEzu5h9J6M4EhTLzagMktIK0NJUo6OnJTPGdWDm\n+A6oqdU9XH1iaj6Lfgjh+Nl7ZOaUYGupz5ghbVg8rw+mxjpyefMKSlm0NoSrt9OIScghK7cEIwMt\nXOyNeXVkW+ZM7Ii+nvzfJjA0gcGv/VXt/T+e3ZOvPhxQv5dQC7sPXiIo5A7Xw+8TFp5AfkEJU17q\nzfZf5jaqnbiEB7h2/b9q7b08rid//vq20mu5eUV88+Mx9h+5Smz8A9REIpwczOnby4N1q6eiqdmw\nkmxWga85Gk83FyOGdjTHykiLwlIJF6NzWbo3ho0BiZxf2gtHc51a7cSkFdF3SSjpeWWM6W6Jl50+\nl2JyWXssgeNhGQQv7qnwsZiy7gZ/XUzDwUybcT2sMNTRIPx+AVvOJvPHuRSOfNyNwe3NFe41sK0p\nA9uaKqT381JMexr+Pn6Xt5eexNZSH79eTjjaGpKWWcS+E1HM+eI4x87G8tea0chOlqqZmIQc+k7+\ng/TMIsYMaYOXqxmXbqawdttVjgfHEbzjVcxNHx2ImJVbwsa/b9Czow0vDHTD0kyP3PxSAi4mMP+r\nAH79+wbn/pyMkYHiIYEDezgwsKejQnq/bg5P90KUsOKbg4SF38dAXwcHO1PuRKU0qZ3OHRwZ+0I3\nhfQObZU/653IZIa99DVJKdkMHdie54d0olwsIS4hg7/2h/LNsldUS+C5vw5GR0tdIX3BX1GsOnCP\nVQdj+Wlmu1rtzNsUQXpeGd9P9+bd4U5V6fO332XN0XgW/BXN+lmP7FyKyeWvi2m0d9Dn4jJf9LQf\n1WFTUBKzNtziy/2x1Qp8yYQ29X3UeuPpYsaBn8YxcqCbXEu98oP+9Hp5O3v8o9h7IooJw2rvNcxb\ndpL0zCK+XzCYd6c++kHO/yqANVuusOD7YNYvea4q3dHGkJzQd9HUVPzbTPv4MDsORbD+zzA+nt1T\n4frAno4seadvfR/3ifhuxWQc7Exp42ZNUMgd/MasblI7XTo4seSTcXXKW1RUyuip35NfUELIkQX4\n9pD/DYnFEtTVG37E3KxjcGXiBpjUywaA6NSiWm3EpBXhfzMTF0sd5j0n33IsneCOvrY620OSKSwR\nV6XHphcDMLi9uZy4AcZ0twLgQV553R+kERjs68QoP3eFbriNpT5zX+4MQGDo/VrtxCTk4B8Sh4u9\nEfMmd5W7tvTdvujrabL94C0Ki8qq0tXV1ZSKG+Cl4V4ARMVn1+t5GgO//m3xcLepUy+mKezUxPrN\nAUTFpLHqi5cUxA2goaHeKPdv1ha8Og5dfQBAR0fDWvMG3M4C4LmOFgpiMNTVoK+nCf43M7kQncuQ\nDrIWub2DvqzsrSyKyyToPvah+eea7N5DOpgpvV9MWjHr/BPIKxZjY6xNf28TPGz06/mET4emhuy7\nrFGHL37AxQQAnuvrovh+9LXo29Ue/5A4LoSlMKS3c632DgXEANDJy1Lp9ZiEHNbtuEpeQRk2Fvr0\n7+6Ah0vDDl9aCsmpOfyyOYDMrALMzQzo3aMNndorDk8A/th9AZFIxCvjexGX8ICjJ2+Sk1uEk4MZ\nI4Z0wtzMQGm5p6VFCPzrw3EUlIjJLRJz5V4ewXdz6ORkwKejXWstezelEABPGz2l19vY6OF/M5PI\n1KIqgXdwNOSD551ZczSeth+FMLKrJYa66txOLODYjUxe6W3DionKu+E7QlLYESI/RpvQw4oNc9or\ndeY1NGJxBdsO3AZgRH+XWvPfjZN9AD2rEVkbZxP8QyAyLltB4GJxBSvWnwdk4/LgK0lcj0jHr5cj\ncyZ2Umpvx6EIdhyKkEubMMzcR9b6AAAgAElEQVSDDcuGKzjzWjsnAm9xIvCWXNqgft5s+XEOTg6P\nhnfl5WLCbt3H0sKQjVuD+HzFHsRiSdV1fX1t1q6awutTGtYJCS1E4N8cjiMt91EXcUQncza92QFL\no9q96LlFsq63sZ7yR6lMzymU73J/O9ULL1s95m+/y88nH3V1u7saMb2/Hfo68vYsjbRY9YoHI7tY\n4GKpS0l5BZdj81jwVxR7LqWTmltG0Bc96uXZfhI+/fYM4VEZvDDAleH9av8A5ubL3quxEocYgLGh\nLD0nv1ThmlhSwbIfz8ulTRvdjh8XDUVH+1/vx1SPVfP7M3KgGy72xpSUibkcnsaC786yxz+K1Iwi\ngra90ujvpynQ09Xmi49GM/aFbri5yHoyN24lsmT1fgKCIxgy7r9cD1yGvr7s3WZlFyIWS8jMKuCz\n5btZ9H9jeH1yf3R1tdh/5AoffL6T2e9vwsXRgsEDavc51YcWMQ+e8tMgKnYMI+Wngez5oDOxD4rp\n9vkFrt7La5T7SaVS3ttyh3c23+GLce4krB1A3m+DObOoByIRvPDfq/zonyBXpr2DAZ+McqWDoyEG\nOhpYGGoxorMFAQt64GqpS0hkTtXQorFYu+0q3266jLebGVtXN/4R7TraGlREfITk9ofcD5zLplUj\nOHk+nh4TtxOXlCuXt72HBZ/M6UUHT0sM9LWwMNVjRH9XAra+jKuDMSFXk6q6960dK0sjln02nm6d\nXTAx1sfEWJ8Bfbzw3/MRvbq7ER2bxq/bg6ryV1RIAZBIKpg9bQCL/m8MDvZmmJsZMGvqQFYunIBU\nKmX12iMNXtcWIfBKrI21GdfDmuOfdCezoIzX1t+stUxlC13Zkv+bynSTx7rPW84ks84/gXeHO/Hp\naFcczHUw0NGgn5cpBz/siq6WGp/tiqKgRLnNxzHS0+DVPjKn4Jk7jed4WrfjKh+sPE07d3NOb34Z\nMxPd2gsBxg+nB3MLFFtogNyHLbeJofIWHkAkEmFvbchrYzuwZ+0Y7t7L4t3lp+p0fyMDbV4d2RaA\nM5drdwq2ZjQ01Jk9bSAAZ87drUo3Nnr0txo3srtCucq00KuxDV6nFiXwSpwtdWlnb8CtxEIy8stq\nzOtlK3NwRVbjca/0xD8+Rj/80JHm105xXGpjoo23nT4FJRLuptTuxQeqhhKFpZJacj4Za7Zc4b0V\np+ngYcHpLZOwsay7U8/LReYsjIxT/vGJjs8Bqh+j/xvfLnaYGGkTeKnuYrU0k/3AC4tr/2C2dizN\nZY7hwqJHH1Q9PW0c7WV/BxMjRV+RqYns71lcUvNv/UlokQIHSM6WvSD1WsZsfu1kL+7EzYyqrlAl\n+cViQiJz0NNWw7eNcVV6qbgCqH4q7EGe7EVrqddtvHgxWtZddbOqW6taH1ZvvMj8rwLo0taK01sm\nYWVeP4+9Xy/ZuoATIXGK76ewjJBrSejpauDb2bZO9vILy8grKKuTB7+Si2Eyp6Sbg3EtOVs/Fy7L\nhiFuzlZy6UMHtgcg/E6iQpnwCFmaq5PymYmnodkEHplSSG6RosAqKqQs+CuK9Lwy+niYVHmmy8UV\n3EkuJCZNvlV1t9ZjWEdz4h6U8OMJ+VZl8Z4YCkslTO0r7zSrXHX23dE4hTqsP3mfxKxSbEy0aPfY\nctXLsfJjzkq2Byez60IqWhoiJvna1OMN1M7yn87z2bdn6d7empO/T8TCVPlMAUB5uYQ7sZnEJOTI\npbs7mTCsrwtxSXn8+Mc1uWuLfwihsKicqaPbyy09vRn5gJJSxda2rEzCu8tPUlEhZeRAN7lrl8NT\nldZr+8Hb7Dp6By1NdSY971XrMzcW5eVi7kQmE3Mv/altXQ2Lo6KiQiH9VNBtvlt/HICpk3rLXZs3\nawhqaiK++v4IDzIe+ZZKSspY8OUeAF6d4PvUdfs3IqlUWnuueuLjZiy9tKLmyq45Gs/nu6Lo52WC\ni6Uu5gZapOWVciYim9j0YmxMtDj5mU+VyOIeFOP2wVmcLXS49738dMK/l6p62xkQGpNDwO1sPG31\nCPnXUtWCEjH9loZyI6EAKyMtRnWzxERfg2tx+Zy+lYW6mohd73VifA/rqjKu759BQ12Ej6sx9mba\nD73ouYTG5KGhLmLDrHbMGGhftxfUTfkU0+Ns2R/OzM+Ooa4u4p0p3arG0o/jYm/MjHEdZO8nKRe3\noRtxtjPi3qk35N/Pv5aqeruZEXojhYCL9/F0MSXkj8lyS1U/WHmazfvC6dvVHic7I0yMtElJL8A/\nJJ7UjEK8XM04vXkStlaPPoCuQzagoaGGT3tr7G0MKSkVczk8ldAbqWhoqLFh2bCqutaGyKpu+fYf\nvsL+I1cBSE3P5fjpcNxcLOnvK1vdZ2FuyNfLXpG9n4frx50dzYm7/s0T2wEYNHoVUTFp9OnZBgc7\nWQ/yxq37nD4rmx5c/tl4Fn40WqG+y/53gMVf7cPK0ojRI7qgo63J8YDwKlun9n2Mjk7d9l+IzGdc\nkUqlPrXla7ZpsqEdzIhOsyfkbg7X4vLJKRKjr62Op60eU/vZ8t5wZ8wM6jav7G6tx6UVvizeHc2x\nGxkcuZ6BrYk2741wUrrZxEBHg+DFPfn2SDz7LqWz83wKZWIploZaTOxlzYcjXejpLt+dfHOoI6fC\nMwmJzCYjvxwpYG+qzYwBdrw/wpnOzrUvyqkP9xJlPQaJRMr3W68ozTOwh0OdROPuZMKlv6ey+IcQ\njp2N48iZWGwt9HlvWjelm00mjvCioKicC9eTOR+WTH5hGUYG2rRzN2f+TB/efrULerry7/TNVzpz\n6nwCIdeSycguRiqVYm9twIxx7Xl/enc6e8t3WRuC6+EJbPkzRC4tNu4BsXEyH4uzo7mcMBvKzrRJ\nfdh3+CqXrt3j6KmblJdLsLY0YtLYnrwzewj9eyvvqSz6vzF08LZnzS/+7NoXSlm5GHcXK1Z8Pp6P\n3nkebe2GX0fRbC34M00dWvBnmbq24M8ydW3BW6yTTUBA4OkRBC4goMK0KoH7rbiE2hT/p7azZE80\nalP8CXy4UUVAQFVpVQJvThrq4yIg0JS0iM0mdWXLmx0oKlOcfxQQEFBOqxK4k0XDrxQTEFBlWlQX\nPe5BMWpT/Jm5PpzIlEJeWRuG9VsBqE+VjZer6yaXllewZE807h+cRee1E7h9cIaFf0VRWl6B2hR/\n/FZcqvaeuy+m0uuLC+jPPIn5G6d59YcbJGWVKNQpKEK2llttin/VfzXZbW4CQxNQa/s1S9aFKL3u\nOmQDrkM2VP17875w1Np+zeZ94RwOjKHvq39g0G0NZr1+YOL7B4iqZi17ayYwOAKR+QyWrN6n9LpL\nlw9x6fJh1b83/3EWkfkMNv9xlsP+1+kzYgX6jm9g6vY2L81YR1SM8tV8zUmLbMFj0ovwXXQRT1s9\nJvexpbisAiNd5VWVSqW8tOY6h69n4GGjx7znnCiXSNlyJpnbSYU13ufnk/c5ePUBo7tZMqCtKaHR\nuey6kEpYQj7XVvZGW1MNEz0NFo13Y8uZZOIzSlg0/tESTRcV7FHsOxHF0bP3GDe0DQN7OhIWkc4e\n/ygCLt4nZOdkvFyVR7p5lth7+ApHT95k3MhuDOrrzfXwBPYcukxAcATnji7Ey6Nu6/qbghYp8OC7\nOXw62pWVL3vUmnd7cAqHr2fQ38uEE5/7oPUwnNGyl9zpvfhijWWPhWUQuqwXHZ0erUKbsu4GO8+n\ncuBKOpN8bTDR12TJhDYERWQTn1HSJAEXm5NDATEc/GkcL/q5V6V9v/UK/1kVwLxlJzm5aVIz1q5l\ncOjYdQ798QEvDu9Slfb9L/588PkfvP1/Wzm1/5NmrJ08LaqLXom1sRaLx7vXnhHYejYZgOUT21SJ\nG2T7vxeOq9nGu8Od5MQNMNtPFvI2NEb55hJVZ7Cvk5y4Ad6Z0hV3JxNOX0ggPunZfC+PM7h/Wzlx\nA7wzeyjurlacPhtB/P2MZqqZIi1S4J2dDNHWrFvVrsXnoyaCPp4mCtf6KUl7HB83xe2LlXHYswtV\nf++yMgb4KMb0VldXo1832UaaaxFPvxurtTOwr7dCmrq6Gv16yXqc127EN3WVqqVFCtzGpO4nmuQW\niTEz0FS6P9nauGY7JkriuGk83AP+773TzwrWFsr3m1emVxcZ5lnC2tJIabqNlazByM0rbsrq1EiL\nFLiIugfmM9JVJ6ugHLFEcX788UCOzxpqD2Nsi8XKP1TKgiwCpGUod0xWplcXvLE1oqYm+/mLxcrX\nVuTkKo/ok/ZAeazA1HTZ8OXxEE3NTYsUeH3o6mJEhRTOReYoXAtWkvakVEaWkbSSlr1yC2hiquKP\nMTo+uyoW2785c1kx4ohEUkHw1SQAurZt+G2fzYWpiSyAxv0kxSXL0bFp1bbEQSF3FNIkkgqCL0YB\n0LVT7fHlm4pWL/Bp/WRTEl/8HU3ZY1/i3KJyVuxruCie5g/3pidktJzuV014u5phZKDFgdMxpGc+\napWLS8p5/8vT1ZY7fSGBf/4V/XTdjmvEJOTg18sRZ3vVCbvk7WGLkaEuB45eJf2xVrm4uIz3PttR\nbbnTZyP45/h1ubR1v54k5l46fv3a4uxo0Wh1ri8tcpqsPkzvb8eu86kcu5FJx0/OMaqbJeUSKXtD\n0+jhbszdlCIaIhT34PZm/H0xjQlrwni+iwW6muo4W+gwrb/d0xtvBDQ11XlvWjdW/HyBbuO3MXZo\nG8QSKSfPxWFnZYCdlfKTNEb5uTP+vQOMG9oGdydTwiLSOXr2HmbGOvy4aGgTP0Xjoqmpwftzn2P5\n1wfpOmgR40Z2RyyRcCLwFnY2ptjZKHfSjhrRhXHTf2DcyG60cbXmengCR0/ewMxUn5/+N62Jn6Jm\nWn0LLhKJ2PufLiwc50a5pIJ1/gkcvJLO9AF2/PCazNtZ3SKZ+jDbz4FPR7uSWyTmf//EsWh3NL8H\nJT213cZk6bt9WTm/Pzra6mz8+wZHz8Qy/jlPjm18qer4o38z7jkP9q4dw/2UfNZuu8K568mMf86D\nczsn4+2meBhja2fpp+NY9cVL6OhosmFrIEdO3GDCKB+O//1hteezjR/ZnX1b3+V+Uhbfb/DnXGgU\n41/szvljX+Dt2bI++Cod0eXEzUyGf3WFT0a5suqV2hfNNBktMKLL5n3hvP75MX5fOaLOsdMai5Ya\n0WXzH2eZ+e5vbPphFjMm92/WujxTEV2Ss0sU0jLzy/jsz0gAxvVQHceQgEB9aPVjcIAPt0cSlpBP\nbw8TLI00Scoq5WhYBlkF5bwx2EEhgKKAwLOCSgh8XA8r0nJL+edaOjmFYnQ01WjvYMDrg+yZNaiO\noYwFBFQQlR6Dt1ha4Bi8JdFSx+AtiWdqDC4gIKAcQeACAiqMIHABARVGELiAgApTq8BFItHvIpEo\nXSQShTdFhQQEBBqOurTgm4ERjVwPAQGBRqBWgUul0jOAcASIgEArpMHG4CKR6A2RSHRZJBJdfpD/\n7AZaEBBoSTTYSjapVLoB2ADgY2cglUYIwfmqQ6QX0dxVaNFI1QTfb0MhvEkBARVGELiAgApTl2my\nncB5wEskEiWKRKJZjV8tAQGBhqDWMbhUKn21KSoiICDQ8AhddAEBFUYQuICACiMIXEBAhREELiCg\nwggCFxBQYQSBCwioMILABQRUGEHgAgIqjCBwAQEVRhC4gIAKIwhcQECFEQQuIKDCCAIXEFBhBIEL\nCKgwgsAFBFQYQeACAiqMIHABARVGELiAgAojCFxAQIURBC4goMIIAhcQUGEEgQsIqDANdnRRQ7D9\nZgavHYgB4JeRrszualVrmaS8MvbdzeJIdA53MopJKSjHQEudrjZ6vNndmvHeZgplBm+9TVBCfo12\nZ3a25NdRblX/XhqUyLKzSdXmP/yqFyPcTWqtb334ZGsEV6JziUwuJCO/DF0tdZwtdRnTy5p3nnfB\n3EirUe1IJFI2nb7PtsAkbsbnUVJega2pNj3amLDsVU887Q0UyuQWlvPNgVgOhKYRm1aEmkiEk4UO\nfdqasW5OezQ1Gq5NycwuZt/JSI4ExnIz8gFJaQVoaarR0dOSGeM7MnNCR9TURI1iJy4xF7chv1Rr\n8+UXvNn53Wi5tMTUfLbsCycsIp1rEWnE3s9BKoVI/zm0cTZ9spdQCy1G4PdzS3nvWBwGWmoUlFXU\nudy6y6n891wKribaDHI2wsZAk/jcMvbdyeLUvTw+6GXDN885y5WZ3tmSgc5G1dhLI6tYzIg2xkqv\nT+9kgYuxtkJ6G1OdOte5rqw5dI9ubsYM7WyBlbE2haViLkbmsPTPKDb6J3B+dV8cLXQbxU5BsZix\nqy5z+mYmXVyNmO7ngI6mOslZJZy9nUVkcqGCwO8kFjB86UWSskoY2smCEd0sKRdLiU8v4u+QZL6Z\n0bZBBf73sTu8veQEtpb6+PVywtHOiLSMIvadiGTOwmMcOxvLX9+PQSSqWeRPY6eztxVjhrZRSO/g\nYamQdjk8lS/WnEUkAlcHE4wNtcnJK33yF1AHWoTApVIpsw7FYq6rwThvM765kFLnsj3sDDg9ra2C\nYCMyiumz6RZrLqYyuYMF3W31q67N6Kz48gHuZhaz7GwS1vqajPFU/kV9rZMlg1yUfxwamtwdw9HR\nUldIX7D9Dqv2xLBqTzQ/ze3YKHbeXH+T0zcz+fnNDswd7qxQtlws/xEuKpUwZuVl8ovFBK/sg6+X\n/PsTSypQr0NrWh88Xcw48PN4Rg5yl2thV87vT6+J29hzPJK9/pFMGO7VaHa6tLViybv96lRfnw42\nBO14lc7eVhgZaOM3bSdBoffr+LRPRosYg/9wKY3TcXn8NsoNfc36VWm8t5nS1rithS6T2sm650Hx\neXWytfFqOgAzOlugqd78r0aZKAEm9bUDIDqlqFHsXI3J5Y8zybzcz1apuAGFlnj9sXiiUgpZOdVb\nQdwAGupqtbak9WVwb2dGDW6j0H22sTRg7itdAAisg4Aayk5tONgY0t/HESMDxR5gY9HsLXhERjGf\nnU7gvZ42DHA2IiCubmKsC5oP/2AadWg5SsUVbLuZgQhqHPuH3M/nSkohEqkUZ2NthrgaYaGn2VBV\nrhOHLqcB0NHZsFHs/PHQ1/BKPztyC8s5dCmN+5klmBtqMbijOW0e6w1VsvNsMiIRvNLfjrj0Io5e\nfUBOYTlOFrqM6GpZZ39BQ1H5AdJQf7qPSm12ktML+OXP62TmFGNuokvvLnZ08q7dd9RUNKvAxRVS\nXjsQg5ORNl/6OTao7bxSMXvvZCMCnnNTPp5+nL13ssgoEjPU1Qi3GsbTi4IS5f6trS7io962LB3o\n0OAtVCVf74+hoERCbpGYK9E5BEdk08nFkE/HuzeKnctRsrPd4x8U0+atADLzy6uuiUTw5nBn1s5u\nj/rDH325uIKwuDwsjbTY6J/Agh13EUukVWX0ddT5flZ7Xh/asH/j6hCLK9h24BYAI/q71ZL76eyc\nCInjREicXNqgno5sXj0SJ7umGcrVRLMKfPmZJK6lFnLmtXbo1rNrXhNSqZQ5/9wjrbCct7pb0bYO\njqhfr8m653O6Kf/6drLW49cX3RjkbIitoRbpheX4x+ayKDCRL4OTkVTAl4Mb5wf8zYF7pOU8csaM\n6GrJpvc6Y6nE2dcQdtJzZXk+3BTB2F7WLJ/shYO5Dhejcnhr/U1+PhaPpbEWS17xBCCroByxREpm\nfjmfb7/LF5M8eH2IA7pa6uwPTeU/v91mzk83cLHSZXAniyd9DXXm02+CCI/M4IWBbgzv79oodvR0\nNVj4dm/GDvXAzVE2e3Lj7gOW/hBCwMUEhs74k2v7Z6Cv17Q9l3/TbAPNi0kFrApJYr6vLb0dnq6r\n+W8+OpnA7ogs+jsaKnjQlRGVVUJgfH6NzrVx3mbM7GKJq6kOOhpqOBlrM7urFf+84oWmmohvLqSQ\nUVSutOzTkrJpKBX7RpKyaSh7PulObFoR3eaf5WpMbqPYqXjY+Hrb6/Pnh93wdjDAQFeDIZ0s+Pv/\nuqOmBt8dvEdZuczRVvGwgKRCyqyhjix62QMHC13MjbSYNdSJL6d6IZXCf/fFPP3LqIW1W6/w7e+X\n8HYzY+t/RzaaHStzfZa9359u7W0wMdLBxEiHAT0cOf77JHp1tiU6Podf/77xNI/SIDSLwMUVUmYc\niMHTXIdlAx0a1PYnpxJYczGVAU6G/POqF9p1mJZ5GudaN1t9etrpU14h5XxiwRPVua5Ym2gzzteG\n44t7kplfzmvfX28UOyb6Mp/Ciz2sq7rhlXR2NcLVSo/8YjERD5/XWP+RD2Kcr43C/cb1kqWFRuU8\nUX3ryrrtV/ngy1O0a2PO6a2vYGZSe8+toe1oaKgxa2InAM5eTqwld+PTLF30gjIJkVklAOh9dUlp\nnrmH7zH38D3e62nDd8Nqb4UB5vvH831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O58C73RncwVLhWgPbmTOwnblCej9vxbSH4a9D0by+7Cj21oYE9HbGyd6YjJxS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\naqz8OzA1kqXnF5Yr5MUl5bF8zenav3W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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 1) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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mjT9C0jn0Vm/8ulgqXGtYJ3OGdTJXSB/sqZjWFP70j+KlVcewtzbEt78Tjg4m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\nrPomSGl+B79NdPDbVPvzlj0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U0n8diWTvBNJ/Hcnfb/chPqOU3kvPcCmuoEXsSO50vl7t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\nH3HxkvdrcIDmjtN8NTjB8iULKbu2mP6xSQ58n5x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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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3ywl8T4UReHQJ5mb3X/hDB3jAB4ptHTx2jSuhCYwZ1lUmPS+/mD7DVxIVcxfP\n7u2Y/7z0RXk2OJLVaw+yZUcgl04tw9rK+JE+Q220qMDzfvNBR0v+JMlPdt/miwNxfPFfLD/N76jU\nzsLNt0jPL2fdXA/eGuVQk/7u9ki+P5rAJ7uj2bjgvp2LMXnsvpBGp7b6XFjphZ72/TpsPpPMgk03\n+Gx/bK0CXz6lfUM/aoNxczLjwM+TGTfURaal/vzdQfSd9if/Hoti7/EopoxyV2pr4YoTpGcVs27J\nMN6a06sm/d0vTvP9lkt88t1ZNq4cJXPNjm/H08HFHMc2xmzZG8aLHx2t8x6bdl0jKj6HeZO78McX\nY2Ty5i8+wtZ94fyy8xpL3xxQn49fL75b/Txt7Uxp72zNmcAIvCeseSQ7b7y/jfSMfNZ/MYu3XhlR\nk/7ukh189/MxPvnsHzaunVeTPnRgB4YO7CBnp7Kyit+3nwPglReGyuRt2upPVMxd5j8/iD9+WCCT\nN2/hr2zdGcgvW/1Z+v6ER/oMtdGiY3BF4gaY3tcGgOi7xUptxKQVczwsCydLHRaOsJfJWzHFBX1t\ndbYHplBUKq5Jj00vAcCnk7mMuAEm9LICICO/ov4fpBnw6efIeJ/2ct1wG0sDXp3ZHQD/kDtK7cQk\n5nA8IB6nNsYsnNVTJm/FWwPQ19Nk+383KSoul8kbPdgZxzb1b01i7+QBMN7HRS5vvI/0hZiRU1Jv\ne/XBe1AHXF1s6tWLqY2YuHSO+4Xj5GDBwpeGyeSt+HAi+vra/Lk7iKKiMqW2jpwIJSklGy9PF7p2\nkv0txsZnADB+VHe5654d3QOAjEy5U7kbTaucZDt4RfowutgbKi3rdzMbgBFdLOTEYKirwQA3E4rL\nqjgfnVeT3qmttJvodyObkvJKmWsOXZXee1hnM4X3i0krYcPxRD4/EMsf/sncvltUz0/VdGhqSL82\nDXXlP2y/C4kAjBjoJP98DLQZ0LMNxSUVnA99tO5tNZ1cLQA47B8jl3fIT5o2vJ9jo+7RHPgF3AJg\npHdn1NRk5WBoqMuAPq4UF5dz/pL853qYTdv8AXhl7lC5vE4ebQA4fCJULu/QcWna8CGdGlL1etGi\nXfRqvjkcT2GpmLxiMZfj8gmIzKWrgwGLn22n9NrIVKnA3GwUT+C0t9HjeFgWUXeLGdZZ2uXubG/I\nO2Mc+f5oAh3+L5BxPSwx1FXnZlIhvtezmNnPhtXTFHfD/wpM5a9AWTFM6W3Fppc7KZzMa2rE4ir+\nPHADgNGDnJWWj4yVvgDdnBTPEbR3NOV4QDxRcdkMa4QAX5rWlZ2HbvHHP2GER2XSv6f0Bx1wKYmb\nMVms/t8gJgx3fWT7zUVktPRskuIsAAAgAElEQVS7dHOxVpjv6mzNcb9womLuMmxI7cPFpORsjp4M\nw9hIlxmT+sjlvzRnMDv2nuf37WcJu5nEgL7SZ3EuOIqbUcl89skUJoztKXddY2kVAl97OJ60vPtd\nxNFdzdn8WmcsjZTPoucVS7vexnqKP0p1em6RbJf729nuuNvq8e72SH4+eb+r26udEXMH2aGvI2vP\n0kiLL2a6Mq67BU6WupRWVHEpNp9Pdt/m34vp3M0r58ynvRs0s/0oLF57hvCoTMYOcWbUIOUvwLxC\nadfS2FBbYX51em6B8i5oXehoa3Bq2wzeXn2KTbtCCbl+/yU4dZQ7E1uhuAHy8qXDBmMjxQ2EsZF0\n8jE3r+7h4u9/naWysorZ0/qjpyf/rHV0tDi9/0Pe/vgvftniT8iV2Jq8qc96MrEZxA2tpIue+tNQ\nqv4aSepPQ/j3nW7EZpTQ8+PzXIlr+jEJgEQiYdHWCN7cEsGnk1xIXD+Y/N99OLu0NyIRjP3qCj8e\nT5S5plNbAz4c347O9oYY6GhgYajF6G4W+H3Sm3aWugRG5dYMLZqL9dsu8+0fF/FwNmPbV+Oa9V4N\nJSunhNEL9nDgVDQ7vhtPxvm3yDj/Fju+G8+5y0l4TftTRvSqRFVVFb9vPwvAq/OGKiyTlV3IqGnf\nsP/IFXb+9jqZtzeQeXsDO397nXPno+g7chUhl2MVXtsYWoXAq7E21mZSb2uOfdiLrMJyXtgYpvSa\n6ha6uiV/mOp0kwe6z1vPprDheCJvjXJg8bPtaGuug4GOBgPdTfnvvR7oaqnx0a7bFJYqtvkgRnoa\nPNdfOil4NiJHaflHZcP2K7zz2Sk6tjfn9LaZmJnoKr8IMDaQtiZ5tbTQ1ekmtbTw9eX/1vhxJuQO\nv6wcyYyxHTA31cXcVJcZYzuwccVICosr+PBr/0bdozmobqHz8hW30NUtvIlx7Wv4R09e506ydHKt\nS0d7hWXe+3QHZwIj2fTtfGZM6ou5mQHmZgbMmNSXX9bOo7ColA9W7Grkp5GnVQm8GkdLXTq2MeBG\nUhGZBeV1lnW3lU6YRdUy4149E//gGP3wvYk0747y41IbE2087PQpLK0kMlX5LD5QM5QoKqtUUvLR\n+H7LJRatOklnNwtOb5uJjaWB8ovu4e4snSyMilf88olOkKa7tVM8qVhfqifSvPs6yOV5e0nTLoff\nbdQ9mgP39rYARMWkKcy/HStNd3OxqdXGpq1nAHj1oaWxB6meSPMe6CGX531vye3ytQTlFW4grVLg\nACk50pZFXcmY1ruj9Id5IiyTqiqJTF5BiZjAqFz0tNXwan9/yadMXAXUvhSWkS99qWjVY5Ya4MK9\nGXpnq/q1qg1hzaYLvPvFabp3sOL01plYmTfMUaRacCcC4uWfT2EZgVeS0dPVxKubbaPqWVYu7e0o\nWgrLyJa+KLVqWRZtSarFddwvnKqqKpm8goISAkNuo6enhZen/PIfQEpqDodPhN6bXOtb633Kyu49\nn6wCubzqtOZ4Pi0m8KjUIvKK5QVWVSXhk923Sc8vp7+rSc3MdIW4ioiUImLSZFtVF2s9RnYxJz6j\nlB9PyK4LL/s3hqKySmYPkJ00q/Y6++5ovFwdNp68Q1J2GTYmWnR8wF31UmweitgekMKu83fR0hAx\n3av2t/yjsOrHID5ae4Zenaw5uWUGFnW4elZUVBIRk0VMomxL7eJgysiBTsQn5/HjX1dk8pb9EEhR\ncQWzn+2Ivl793YIVMchT2jVduSFQ5kVSWVnF8vWBAAzzarllsooKMRFRKcTEpcuku7SzYqR3Z+IT\nM/nxt1MyecvW7KeoqIw50/ujr694CFM9uTZnen90dWt/hoP6Sd2YV3x1QOZFUllZxbIv9wEwbLBy\np66GIpJIJMpLNRBPZ2PJxdVedZb5/mgCH++6zUB3E5wsdTE30CItv4yzt3KITS/BxkSLkx951ogs\nPqME53fO4WihQ9y6wTK2HnZV9bAzICQmF7+bObjZ6hH4kKtqYamYgStCuJ5YiJWRFuN7WmKir8HV\n+AJO38hGXU3ErkVdmdz7/tJJu7fPoqEuwrOdMW3MtO/NoucREpOPhrqITQs6Mm9Im3o+IHlnh4fZ\nui+c+YuPoK4u4s3ZPRXOgju1MWbe5C7S55OUh/OwX3BsY0Tc6ddkn89DrqoeLuaEhKbidyERNydT\nAnfOlnNV/W1PKIGXkwFpNz7wSjJd3S3p0VH6TNydzVj8yv3vOCwyg8Gz/iavoIxOrhY13fLTwQnc\njM7CwlSXoF2zae+o3KVXZFG/H/r+w5fZf0T60rqbnsex0+E4O1kyyEsqJgtzQ75ZOVP6fBIzaNfj\nfRztzYm/tlb2+TzkqtrBzY4Ll2PxC7iFm4sNQb6yrqrVVFVV4dzzfRLuZHH93Kpax98AYTfvMGjc\n5+Tll9DJow0+g6Q9h1Nnb3IzMgULc0OCfZfQ3lnxct3DiMznXZZIJJ7KyrXYMtnwzmZEp7UhMDKX\nq/EF5BaL0ddWx81Wj9kDbVk0yhEzg/qtK7tY63FxtRfL/onG93omR65lYmuizaLRDgo3mxjoaBCw\nrA/fHklg38V0dgSnUi6WYGmoxbS+1rw3zok+LrJeXK8Nt+dUeBaBUTlkFlQgAdqYajNvsB1vj3ak\nm6Nyp5yGEJck9f2urJSwbutlhWWG9LGvEXhduDiYcvHfuSxbH4DvuTiOnI3F1tKARXN71brZJPBy\nMlv3hcukXY/M4HpkRs29HxR4F3dLrux7gTW/XuBkUAKbdoYiEoG9rSELZ/dk8St9aWPdtM/oWngi\nW3cGyqTFxmfUeI052pvXCLwuXNpZcenUMpZ+sQ/f02EcOXkdW2sT3n51hMLNJtUcOx1Owp2sOifX\nqunS0Z6r/itZs/4wJ/xv8MtWf+nzaWPOmy8NY/Hbz9DGrmn3M0ALtuBPNfVowZ9m6tuCP83UtwVv\ntZNsAgICjUcQuICACvNECdx79UXUZh1vtJ3l/0ajNus4/vc2qggIqCpPlMBbkqZ6uQgIPE5axWaT\n+rL1tc4Ul1cpLyggIAA8YQJ3sGh6TzEBAVWmVXXR4zNKUJt1nPkbw4lKLWLm+lCsX/dDfbZ0vFxb\nN7msoorl/0bj8s45dF44gfM7Z1my+zZlFVWozTqO9+qLtd7znwt36fvpefTnn8T8ldM898N1krNL\n5ep05pbUQ0xt1vGaf3XZbWn8LySi5v4Vy38IUJjfzmcj7Xw21vy9ZW8Yau5fsWVvGIf9YxgwczsG\n3b/DrPc6pi3az+141Zuv8A+4hch8HsvX7FOY79T9PZy6v1fz95a/zyEyn8eWv89x+Pg1+o9ejb79\nK5g6v8HUeRu4HdP6fO1bZQsek16M19ILuNnq8Xx/W0rKqzDSVVxViUTC1O+vcfhaJq42eiwc4UBF\npYStZ1O4mVx3tJWfT97hvysZPNvTksEdTAmJzmPX+buEJhZw9fN+aGuqYaKnwdLJzmw9m0JCZilL\nJ98PsuCkgj2KfcejOHoujknDXRnSx4HQW+n8eywKvwuJBO6YhbuzfJy6p429hy9z9GQYk8b1ZOgA\nD66FJ/LvwUv4Bdwi6OgS3F0b59fflLRKgQdE5rL42XZ8PkN5kIDtAakcvpbJIHcTTnzsida9cEYr\np7rQb9mFOq/1Dc0kZGVfujjc97CateE6O4LvcuByOtO9bDDR12T5lPacuZVDQmbpYwm42JIc9Ivh\nv42Tecb7/udct/US//v8NAtXnODkVuWeYarOQd9rHPz7HZ55IL7aul+O887Hf/PG+9s4tf/DFqyd\nLK2qi16NtbEWyyYr3r3zMNvOpQCwalr7GnGDdP/3kkl123hrlIOMuAFe8m4LQEiM4s0lqo6Pl4OM\nuAHenN0TFwcTTp9PJCH56XwuD+IzqIOMuAHefGk4Lu2sOH3uFgl3MluoZvK0SoF3czBEW7N+Vbua\nUICaCPq7mcjlDVSQ9iCezvJRQ6vjsOcUKQ/2oIoM7i3vU62ursbAXtIX39Vb6XL5TxtDBsjv6VZX\nV2PgvThrV683/b7uR6VVCtzGpP5bF/OKxZgZaKKhLv9RrI3rtmOiII5bdaTSh/dOPy3UdjBBdXpt\nkWGeJqwtFZ9AYnPv0ILqKDCtgVYpcBH1D1xopKtOdmEF4kr59fEHAzk+bVQHfxSLFb+ocvMVCzUt\nU/HEZHV6bcEbn0SqwySLxYp9K2oLtJiWoThW4N106fClOgxUa6BVCrwh9HAyokoCQVHyR+sEKEh7\nVKojy1Q+IS27qZF0qJF0V/7HGJ2QU2tLfPai/GEKlZVVBFxOAqBHB6smrGXLYmoiDaBxJ1l+CTA6\nNq3WlvhMYIRcWmVlFQEXbgPQo2vrif/+xAt8zkDpksSne6Ipf+BNnFdcwep9yoPV1xfze3vTEzNb\nT/erLjyczTAy0OLAqWjSs+63yiWlFby9+lSt150+n8ghv2iZtA3brxCTmIt3X4cGnXbS2vFwtcXI\nUJcDR6+Q/kCrXFJSzqKP/qr1utPnbnHo2DWZtA2/nSQmLh3vgR1wtLdotjo3lFa5TNYQ5g6yY1fw\nXXyvZ9HlwyDG97SkolLC3pA0ersYE5laTFOEKvfpZMaeC2lM+T6UMd0t0NVUx9FChzmD7BpvvBnQ\n1FRn0dxerP4pmJ4TtzJxhCticRUngxKwszLAzkpx4Mbx3i5MfnM/k4a74uJoSuitdI6ejcXMRIcf\nl41QeM2TiqamBm+/OoJV3/xHj6FLmTSuF+LKSk7438DOxhQ7G8WTtONHd2fS3B+YNK4n7dtZcy08\nkaMnr2Nmqs9PX895zJ+ibp74FlwkErH3f91ZMsmZisoqNhxP5L/L6cwdbMcPL0hnO2tzkmkIL3m3\nZfGz7cgrFvP1oXiW/hPNH2eSG223OVmxaCCfvzcYHW0Nft0dytGzsUwe6Ybv79PQrGWVYtJIN/Zu\nmMiduwWs33aZoKvJTB7pRtDO2Xi4qJ6Ty4rFk/ji06no6GiyaZs/R05cZ8p4T47teQ9NTcVBECeP\n68W+bW9xJzmbdZuOExRym8nP9CLY91M83FrXC1+lI7qcCMti1JeX+XB8O76Y2YpO1miFEV2qTxD9\n44sx9QoD1Zy01oguW/4+x/y3fmfzDwuY93zt56Q/Dp6qiC4pOaVyaVkF5Xy0MwqASb1VZ2JIQKAh\nPPFjcID3tkcRmlhAP1cTLI00Sc4u42hoJtmFFbzi01YugKKAwNOCSgh8Um8r0vLKOHQ1ndwiMTqa\nanRqa8CLQ9uwYGg9QxkLCKggKj0Gb7W0wjF4a6K1jsFbE0/VGFxAQEAxgsAFBFQYQeACAiqMIHAB\nARVGqcBFItEfIpEoXSQShSsrKyAg0LqoTwu+BRjdzPUQEBBoBpQKXCKRnAVUL6SmgMBTQJONwUUi\n0SsikeiSSCS6lFHw9AZaEBBoTTSZJ5tEItkEbALwtDOQSG4JwflqQ6R3o6Wr0KqRCH4uTYYwiy4g\noMIIAhcQUGHqs0y2AwgG3EUiUZJIJFrQ/NUSEBBoCpSOwSUSyXOPoyICAgJNj9BFFxBQYQSBCwio\nMILABQRUGEHgAgIqjCBwAQEVRhC4gIAKIwhcQECFEQQuIKDCCAIXEFBhBIELCKgwgsAFBFQYQeAC\nAiqMIHABARVGELiAgAojCFxAQIURBC4goMIIAhcQUGEEgQsIqDCCwAUEVBhB4AICKowgcAEBFUYQ\nuICACtNkRxc1BdvDMnnhQAwAv4xrx0s9rJRek5xfzr7IbI5E5xKRWUJqYQUGWur0sNHjtV7WTPYw\nk7vGZ9tNziQW1Gl3fjdLfhvvXPP3ijNJrDyXXGv5w8+5M9rFRGl9G8KH225xOTqPqJQiMgvK0dVS\nx9FSlwl9rXlzjBPmRlrNaqeyUsLm03f40z+ZsIR8SiuqsDXVpnd7E1Y+54ZbGwO5a/KKKlh7IJYD\nIWnEphWjJhLhYKFD/w5mbHi5E5oaTdemZOWUsO9kFEf8YwmLyiA5rRAtTTW6uFkyb3IX5k/pgpqa\nqFntBF1J5rOfgzkfmkJJqRhXR1PmT+nCW3N6oq4u+1nDIjNYt+0SV26kkXS3gPzCcqzM9XBvZ8br\nz/dg0ghXRCLl9W0IrUbgd/LKWOQbj4GWGoXlVfW+bsOlu3wVlEo7E22GOhphY6BJQl45+yKyORWX\nzzt9bVg7wlHmmrndLBniaFSLvTSyS8SMbm+sMH9uVwucjLXl0tub6tS7zvXl+4Nx9HQ2Zng3C6yM\ntSkqE3MhKpcVO2/z6/FEgtcMwN5Ct1nsFJaImfjFJU6HZdG9nRFzvduio6lOSnYp525mE5VSJCfw\niKRCRq24QHJ2KcO7WjC6pyUVYgkJ6cXsCUxh7bwOTSrwPb4RvLH8BLaW+nj3dcDezoi0zGL2nYji\n5SW++J6LZfe6CUpF86h2Dpy8zdRF+9HR1mD6GA/MjHU45BfDu1+cJuhKMrvXT5Apf/nGXQ6cjMar\nuy39erTB2FCbuxlFHPKLZupb+5kzoRNbvxrXZM8HQCSRSJrUIEgPHwxZ0Lne5SUSCaP+iiAut4xJ\nHmasPZ9a7xZ8b0Q25roacoK9lVlC/803yC+rJGRBZ3rZ6iu1FZlVQsefr2Otr0nCou5oPvAGrm7B\nT83uwFAnxS+H+iLqZVGvcqXllehoqculf7I9gi/+jeG10Q789GqXZrEz+7ur/H02hZ9f68yroxzl\nrq0QV8mItbiskh7/O0dGfhlHPu2Dl7upTHlxZRXqaqL6tVAdOykvA5wOTqCopIJxQ11kWti7GYX0\nnfYnd1IL2LN+AlNGuTe5nfzCMlxH/EpeQRkBO57Hs4stAKVlYoa9sJPgqyn8/e14Zo7rUHNNWbkY\nbS35NjW/sIx+07dzKyaL83vm0KerrdLPrub+1WWJROKptJxSS4+BHy6mcTo+n9/HO6Ov2bAqTfYw\nU9gad7DQZXpHaff8TEJ+vWz9eiUdgHndLGTE3VIoEiXA9AF2AESnFjeLnSsxefx9NoUZA20VihuQ\na4k3+iZwO7WIz2d7yIkbQENdrcm7nz79HBnv016u+2xjacCrM7sD4B9yp1ns/OMbSUZ2MTPHedSI\nG0BHW4NVbw8CYOOOqzLXKBI3gJGBNiMHOgFwOz5baX0bQot30W9llvDR6UQW9bFhsKMRfvH1E2N9\n0Lz3hWnUYxxWJq7iz7BMRFBnzyHwTgGXU4uolEhwNNZmWDsjLPQ0m6rK9eLgpTQAujgaNoudv+/N\nNcwcaEdeUQUHL6ZxJ6sUc0MtfLqY015Bb2jHuRREIpg5yI749GKOXskgt6gCBwtdRvewrPd8QVNR\n/QLSUG/cS6U2O37nEwEYNaid3DWDe9ujp6tJ0NWUWlvtBykuqaix18XNslH1fZgWFbi4SsILB2Jw\nMNLmM2/7JrWdXyZmb0QOImCEs+Lx9IPsjcgms1jM8HZGONcxnl56Jknmb211Ef/Xz5YVQ9o2eQtV\nzTf7YygsrSSvWMzl6FwCbuXQ1cmQxZNdmsXOpdvSs90TMkpo/7ofWQUVNXkiEbw2ypH1L3VC/d6P\nvkJcRWh8PpZGWvx6PJFP/opEXHl/6Kevo866BZ14cXjTfse1IRZX8ecB6Rnsowc5Kyn9aHYi46Qt\nrZuT/CSuhoYa7doac+N2JrF38ujgYi6TH52Qw/b/blBZKSEtq4gj/rGkpBey+FUvunooH5Y2hBYV\n+KqzyVy9W8TZFzqi28CueV1IJBJePhRHWlEFr/eyokM9JqJ+uyrtnr/cU/ED7mqtx2/PODPU0RBb\nQy3Siyo4HpvHUv8kPgtIobIKPvNpnh/w2gNxpOWW1fw9uoclmxd1w1LBZF9T2EnPk5Z5b/MtJva1\nZtXz7rQ11+HC7Vxe3xjGz74JWBprsXymGwDZhRWIKyVkFVTw8fZIPp3uyovD2qKrpc7+kLv87/eb\nvPzTdZysdPHpWr/5h8aweO0ZwqMyGTvEWWEL2xR28gqlz8jYUPF3YGwgTc/NL5XLi07IYeWGoJq/\ntTTV+eqDobz3Yu9HrmtttNhA80JyIV8EJvOuly392jauq/kw/3cykX9uZTPI3lBuBl0Rt7NL8U8o\nwFpfkwlu8uNHgEkeZszvbkk7Ux10NNRwMNbmpR5WHJrpjqaaiLXnU8ksrlB4bWNJ3Tycqn3jSN08\nnH8/7EVsWjE93z3HlZi8ZrFTda/x9Wijz873euLR1gADXQ2GdbVgz/u9UFOD7/6Lo7xCutpRde+C\nyioJC4bbs3SGK20tdDE30mLBcAc+m+2ORAJf7Ytp/MNQwvptl/n2j4t4OJuxrREz0k1lRxGjBztT\nFfkBZeHvcfvEy3z8mheffHeWCa/vpby8sknv1SICF1dJmHcgBjdzHVYOaduktj88lcj3F+4y2MGQ\nQ8+5o12PZZnGTK71tNWnj50+FVUSgpM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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(2, 1) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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wqL8TU57oh4mRHjl5xRw7dY3nlv7Er/uCOfH326ipqdaVuRQWj8+UTRQVlzNq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\nqwUr0q1lRxHjhztRE/U/Km68xe2TL/D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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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IhV/tpaKiCpHdXIZOWFHvPbfvvUCf0d9g0PYdLNr/jylz/iIlLV+uTsGnpYE6RHZz6/41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\n7Lz/iElQv/mKoJAoRJYzWPL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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 1) a:up s':(0, 2)\n", "----\n", "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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JfSwSMkvp8GEwvdxNaWNrgLWJDvklYgJu5HAztZj2rQwJ8euNicF9kW8ISuH/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\nmIPPe6GrwrLMo0yudbc3pJeDIZVVUs4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/GMbkPq6sfq1drdXNv3uu8XrAflwdzfHv7omHmxUp6YVs3h/O9Dl72HM0in8W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\nk2veLJNdhQunO507qoRnK8P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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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WzJrUldmTu6Khofr5ElLyWbImgJPno8nMKcHexpDxw9uxdMEgzE31FPJv/uc6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\nd+4zDOjdmn1Hr9F/7A/cjUx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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(2, 0) a:right s':(2, 0)\n", "----\n", "s:(2, 0) a:right s':(2, 0)\n", "----\n", "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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jdOc0VmwM5cT5uxTcP2zy8Su9WTy3l4K4AUZ6O3JhxzTWbAnj1IW75BWWY2dlwKvPdOLj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\nXO/BsypLe/BMyugePEsqag9uZtNzwM1yzAE3y7F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jdOc0VmwM5cT5uxTcP2zy8Su9WTy3l4K4AUZ6O3JhxzTWbAnj1IW75BWWY2dlwKvPdOLj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\nXO/BsypLe/BMyugePEsqag9uZtNzwM1yzAE3y7F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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 0) a:up s':(0, 1)\n", "----\n", "s:(0, 1) a:up s':(0, 1)\n", "----\n", "s:(0, 1) a:up s':(0, 2)\n", "----\n", "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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cnk5S6l0MDfRo723PtPHtmT6hvYr/lZGYksOCFYEcOBFNRmYBTg6mjBnsxcLZ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\nw+un1KF39YM9h66yZ90rPDm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Zcjv2hrBucxAhl2K5m1uInY0pXTs48/GcUfT2cisvN3j8NwQEV35e38vP9eW3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\n0W7risdO4Pbm6jeP2Fso0tV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MOysApnrZse5ZDyZ3USw55BWVcCMtj7jMAiVbg9zNaWtn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\nBtqsOyycg0wAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 1) a:right s':(0, 1)\n", "----\n", "s:(0, 1) a:right s':(1, 1)\n", "----\n", "s:(1, 1) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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oNddLQECgEah1DC6TyYKAhof7EBAQeOQInmwCAhqMIHABAQ1GELiAgAYjCFxA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\nLQ3lYsIdtdiR3p2vaOtkzD8Lu9C2hQk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RpTt/Y5u4XQICAhqgwTm4TCYLAR483IeAgMBDR/BkExDQYgSBCwhoMYLABQS0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\nsnv+Wg4rfzxb+9nc1IDfVo1k1nj11h4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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 0) a:up s':(1, 1)\n", "----\n", "s:(1, 1) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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oMILABQRUGEHgAgIqjCBwAQEVRhC4gIAKIwhcQECFEQQuIKDCCAIXEFBhBIEL\nCKgwgsAFBFQYQeACAiqMIHABARVG6bPJ6oJPd0ZwJSaHyPv5PMgtQVdLHXtzHUZ5WDJ/qD1mBsod\ngfS85QRFPOTLfTFciMqisESMq5U+M7ya8d5QB9TVZV3BZ+WXsvl0EmFxOYTG5xCZXIC4XMKpZV0Z\n2MH8hZ/F02RkFXLgdDTHz8YSHvmAe2l5aGmq097VnOlj2jJjTDvU1JR3V383JZdlG4LwDownI6sI\n66b6jPJyZvnc7pgY6cilLykRs37nVf4+epuoxCw01NXo0MKc96a6MXFIS4XXSMsoYN3Wy5w4F0dC\ncg5amuo4NDNk0tCWvDOpIwb6tXuk1d7DlwgIusO1G4mE3UgiN6+IKeM9+XPTnGcu625yJsu+PsDJ\nMzfIeJiHtaURo4d1ZvnHozAx1pdJm5NbyLKvD3AlLJ6YuHQys/IwNNDFwc6c18d5MntaX/T1Zc+f\nC7+VxA+/+nDlegJ3kzPJyS3CwtyAli7WzJ3ZnzGvdkF6iFDtIpJIJLVeqLuzkeTS/3rWmE77tZN0\ndjSktW0TLIy0yS8WczEyi8sx2diYahP8VXfszHXrpJxDIamMXxeKjpYaE3tYY9pEk6OX07iTnM94\nTyv+/chNJv21uBw6f3weAFszHUrF5aRmlTyfwFu3rjHJpt1hzF11Buum+vT3sMPO2oDUjAIOnI4m\nO7eYca+48u/3w5V6KWISs+g59R/SMgoY5eVMS0dTLoWn4BeSREtHEwL/fA0z48fPp6REzJC39+F/\n6S4OzQwZ2tuRcomEE2fjSLyfy9J3urHqPdnfN/5eNp6Td5GWUUC/rrZ0aWdJUbEYn6AEIuMf0qGF\nOcG7JqOro1ljfUWW7WtMA9Cp3zLCbiTRRF8HWxsTIqLuP5fAY+LS6DHsS9LScxg11I1WrtaEXI3F\nLzCCli5WnD++BDPTJo/vNfEBbXouwcPNEVcnS5qaG5CdU4jvudtERN2nTUsbgk8uxdDg8TPdtiuQ\nj5bvxrOLM/Z2ZhgZ6pKSls0R72s8yMhj2sQe7Ph5ttJ1FpnPuCKRSNxrTNeQAi8qEaOjpS4XvuTv\nSNbsj+Gdwc35eXbbWi8np6AU1/lnyS4oJfCL7ri7GFWWM2BFCMGRWfy9sCOv9bKpzPMwr5Srsdm4\nORpiaqDFjA3X2e5/r84E7nshkfzCUl7t6yTTUqek59Pttb9JSsllz/fDGTeoRY1lDZm9j1NBCfzw\nWX/em/L4w/XBWn/W77jK2xM7sGn5wMrw77df4cP/BdC9kzWnNo9HX08qyrz8EvrP2MPVW6lc/Od1\n3NtZVeaZt/oMv/wTxvJ53VlNpnMPAAAgAElEQVQ+t3tluFhczuDZ+/C9mMS2r4bwxqg2NdZXWYH7\nnbuNrY0JLk6WBJy/Q//Ra59L4IMnrOOU301+XDOF92Y/fg4fLN3F95tOMefNfmz69k2ZeyovL0dT\nU74DPPWdX/lr7wXWLpvAJwsen/BVXFyKtrb8xy0ntxDPwV9wOzKZi6c+x6Ozk1J1VlbgDToGVyRK\ngIk9pC9O9P38Oilnb3AK6TklvNbTplLcFeWsniwVzKZTiTJ5TJpoMqCDOaZKDhteFC/P5ozo7yzX\nDbdqqs+cSR0A8L90t8ZyYhKzOBWUgEMzQ+ZN7iQTt3J+D/R1NfnzyC3yC0orww+eiQbgs7e7VYob\noIm+FkvmdEMigZ//CZMpK+5uNgAj+zvLhKurqzGsj/SlTX9YUGN9n4X+vVvj6mz1Ql3bmLg0Tvnd\nxKG5OfNmecnErfx0NPr62uzcE0R+fnFluLq6mkJxA0wY2RWAqNhUmXBF4gYwNNBlcP920jwxqQrT\nvAiNcpLtyOU0ANrbG9RJOX43MgEY7Cbf8vZpY4KetjpBd7IoLhW/0PXrCk0N6c+moV7zz+cXkgTA\nKz3s5T4WBvpa9HSzoaCwjAvX71eGpzyQfhCdbI14moow3wuyH8A2LmYAHAuQPRe+vFzCycA41NRE\neHVrXmN96xu/wNsADOrXFjU12edpYKBLTw8XCgpKuHAlRqnyjnhfA6BDWzul0hcUFOP7qA7t29gq\nW22ladBJtgrWHYolr0hMdkEZV2KyCYx4SAd7AxaNVq678qzl3EmWvsAtrPXlytBQV8PRQpebSXnE\nphbS2raJXJqGpKysnJ2HbwEwpJdDjenvxEs/Zi0cTBTGu9gbc+rROHmAp1SA5ia6RCVkEXcvm9bO\nZjLpYx+11In3cyksKq0cU38ysyvHAmJZ9lMQ/iFJuLWxoKS0HJ+gBFIe5LN51Su4tbZ4rnuuS+5E\npwDQwtlKYbyrkyWn/G4SGZ3CgD6yw4uyMjFffHsEgMysfM5diORaeCL9e7Vi9rS+CsuLjk3lzz3B\niMvLSU3L4ZhPGMkpWSxe+KrSH4VnoVEI/NsjcaRmlVT+PaSTOVvnd6CpkXY1uZ6/nOxH3VEjPcW3\nXxGelV+qML4hWfT9OW5EZTCsjyODlRB4dq70eRg1UfwsjQyk4Vm5j7ugw/o4EXztPl/9GkJ/D7tK\nEecXlLLmt4uV6bJyiyvjLMz0CP57MrM+P8WB09H4XpT2HEQieGt8ewZ62j/7zdYD2TmFABgZKp7M\nNTLUAyArR354UVZWzspvDsmETZvYg5//Nw2dKiYTo+PSZPJoaWnwzYqJfDhvyHPVvyYahcDvbxkA\nQGpWMUF3HrL4r0g6f3yeI4u70NlJvptY1+U0Vn788yrfbbtCKydTdqypmxcC4P2pbuz1jiToWjLt\nRu1gaG8HJBI4fjYOkUj6UcjOLUbtibFv/L1sRs0/RGFRGcc2jans+h/yi+Gj/wVw2DeGoL8n46ig\n2/+yoqOjieTBViQSCckpWZwOuMni1ftwH7iSk/9+iENz+SHgkAHtkTzYSmlpGYl3M/lrbzCffbmP\ngKA77Ns2Hy2t2pVkoxqDWxprM6abFd6fdyUjt4Q3f7peJ+UYPZo4yi4oU5i/ItxYv+Ylnfpiw1+h\nLFzjTxtnM3z/mICpcc3LhwBGjyYFs/OKFcZnP2q5jQ0et/BN9LU4t3MSi2Z7oKEuYsveG/x78g59\n3JtxbuckxOJyNDTUMH1i/XzGEm/CIx+wd/0IhvZ2xLCJtnRCcGIHvni/J6kZBaz6Ofh5b7/OqGi5\nK1ryp8l+1HIbP2rJFSESiWhmbcKbr/Vi//b53IlOYf6nf1Z7XU1NDZwdLVj28ShWLRrD0VNh/Pib\nz3PeRdU0KoFXYN9Ulza2TbiZlMeDnJKaMzxjOS1tpGPvSAWz9GXicuLSCtFQF+FkqZyI6pr1O66y\n4Cs/2rma4bt1AlZN5ecOqqKlgykAkfEPFcZHJ2QB8mP0JvpafLWwF3eOz6To2vukn5/L9jVDKS4R\nk1dQSseWTdHUlK5e5OaXEHDpLqZGOnRo2VTuGv09pGPLK7dqf5b4RWnpIh17R8akKIyvmA1v4aJ4\njP40nu7OGBvp4R8UoXQdhg6QLgv6n7+jdB5laZQCB0h+KG1Z1J/BWkvZcvq3k7703qEP5NKfvfWQ\ngmIxPVoao62pePmtPlm7JYQP1vrTqVVTfLdOxMKs6pZEERXi8glKoLxc1uYhN7+E86HJ6Olq4NnB\nWqnydjya4Js8rFVlWMmj1Yac/BJKSuRXHtIfSltHrUbwPJ+mfy+pTcIp/5uUl5fLxOXmFnI+JBo9\nPS08uzgryi5Hbm4hObmFSq1wVHDvvvTjq6FR+3JsMIFHJueTrWASq7xcwpK/I0nLLqFHS2NMmki7\nyaVl5UTcyyMmJf+FygEY390Kc0NN/jmfzOXo7MrwohIxn++KBOCdQQ2/pLP6lwss/j6QLm0tOf37\neMxNqu5RlJaKiYjNJCYxSybcubkxg3rYE38vh427rsnELd8QRH5hKVNHtJFZ7wbIUdCl9wlK4H+/\nX8LZzog5EztUhpsZ69LayZSysnJWb7ogk6eouIwvH4U15DJZaWkZEVH3iYlLkwl3drRgUP+2xCc+\nYOPvvjJxy9ceJD+/mGkTesiYnobfSqKoSP6dKykpY/6iPykvl/DqKx1l4i6HximsV/qDHBat3gsg\nl6c2aDBLtvVH4/js70h6tTLBwUIPMwNNUrOKOXsrk9jUQqyMtTm9vCtt7KRr2PFpBTjNDcC+qS5x\nv/R77nIqOBiSyoRHpqqTekpNVY9cemyquvvDTnIGFB9tjyDj0ax0YMRDYlIKGNTRHGsT6Y8/ysOS\n0R6WNT8gJSzZth+8yYwl3qiri5j/ulvlWPpJHGyMmD5GaqEXfy8bp0G/Y29jSJzPWzLpnjZVbeVk\nSsh1qalqCwcTzv8la6oK0Kzfr3RoYU5LR1N0tDUIvZ3G6eAErMz1ObVlHG1dZCeQTgcnMPzdg5SU\niunWwYrunWwoLC7j5Ll4EpJzcGluTPCuyXLXUYSylmwHj1/l4PGrAKSkZePtewMnh6b09pQaK5mb\nNmHdqtekzyfxAY6dP8bezoz40HWyz+cpU9XWLay5eEVqqtrC2YqgE7KmqguX/M3WvwPp2c0Fe1tz\njI10SU7J4pTfTVLSsmnpYoXfwU+xtjKuzNOp3zIyMvPw6OxE82ZmqKuLiE/K4Pjp6xQWljB6WGf2\nbp2HupItv7KWbA02iz6wgznRKQWcj3hIaFwOWfll6Ouo08Jan6l9mrFgmL1SVmPPW85oD0v8V3Xj\nq30x7L+QQlFpOS5Wenz7ZisWDHNQaB2170IKCemykzGnwh538+2b6ioncCWIuyftWYjFEn7YeVVh\nmr5dbSsFXh3OzY25tHsKyzcEcTIwnuNn47Buqs+CqW5VbjZ5fXgrvAPjCbp2n9IyMfY2hnw8syuf\nzHRXOME3sLs9IbtfZ93WywRcusvGv6+hri7CydaYRbM9+GSmO8aG8td5Ea6FJ7L9n/MyYbHx6cTG\npwNgb2dWKfDqcHa04PLpZSz7+iAnz4Rz/PR1rC2NeX/OKwo3m0wY2ZW8vCKCL8cQfCmG3LwiDA10\nadPShg/nDmbuTC/09GSXJT+aO4SDJ0K5ej0Bb78blJSUYW5qgFev1kyb2J2Joz1Ub7PJfxYlWvD/\nMsq24P9lXgpbdAEBgbpFELiAgArzUgm8/7KLqI0/8cLlrNgdhdr4E/jfyKiFWgkINF5eKoE3JLX1\ncREQqE8ahS26smx/rwMFCgwpBAQEFPNSCbx508ZhOiog8LLQqLro8WkFqI0/wYwN14lMzue170Kx\nnHkG9QnS8XJV3eTiUjErdkfhPNcfnddO4jTXn6W7IikuFaM2/gT9l11UcDUpe4Pv021REPqve2M2\n/TSTv7vGvYwiuToF3JLuq1Ybf6LyX3XlNjT+IUmotf2OFRuDFMY7vrIFx1e2VP697cBN1Np+x7YD\nNzkWEEvPKbto4v4jpt03MmHhEaISFNuyv8z4B0YgMp/BirUHFcY7uH2Eg9tHlX9v2xWIyHwG23YF\ncuxUGD2GfoF+8zmYOM9j/IyNRFVhz96QNMoWPCalAM/FQbSw1uf13jYUlogxrGLvtkQiYfw3oRy7\nmo6rtR7zhtpTWiZhu99dbiXlVXudX7wTOXw5jZHuFvRpY0pIVBa7g+4TlpBD6LqeaGuqY6yvybIJ\nLmz3v0dCeiHLJrhU5newUL0exYHTUZwIjGfMABf6drUjLCKNfT5R+IUkcf6v12jpaNrQVWxw9h+9\nwokz4Yx5tTP9erbi2o1E9h25jF/gbYKOL6Glq3J2/fVBoxR4YMRDFo1x4qspit3zPsmfZ5M5djWd\n3q1N8FnmgZamtFOy6jVXui+ufnviyWvphHzdQ8al05T119gVeJ9Dl9KY2MMaY31NVkxyJeBmJgnp\nhayY5PpiN9fIOeIfy+GNoxne77EXnB92XuX/vvZn3uoznP5jQgPWrnFwxPsaR/56n+GDH/u4++HX\nUyxcsou5n+zkzIFPGrB2sjSqLnoFlsZaLJ/oUnNCYIf/PQBWT25RKW6Q7uVeOr76HUDvDXOQ89f2\n1kDp7quQqGxFWVQer252MuIGmP96J5ztjPC9mERCck4D1azx4NW7tYy4Aea/NRBnRwt8z90mIUl+\nl2JD0SgF3tHeUOmtmqFxOaipQY+WxnJxvVpX3510d5b3LmJnJrWXftgI3TXVB33c5R3/qaur0atz\nMwBCb6fJxf/X6NtDvmeprq5Gr27S3l1oeKJcfEPRKAVuZay8L7bsgjJMm2gq3H9raVT9ZhVjBeN6\njUcnmjy9d/q/gqW5YmcSFeHZuYo9w/yXsGxqqDDcykLaYGQr8N/WUDRKgT/LphpDPQ0y80opE5fL\nxaVmP783mJedChfJZWWKP1RZVQg19YFiX/QV4UYGz+YIszFT+YzEim0rsrIVCzU1XfEwJSVNOqwz\nqsa9U33TKAX+LLg5GFJeDkF3suTiAm9n1tp1KjzCiMUvR8tuYigV4t2UXLm46ISHVbbEZy/LH6Yg\nFpcTeFU619EYXR8/LybGUiEm3ZN/T6JjU6v00xYQJO9aSSwuJ/BiFABu7RveWUgFL73Ap/WTHi/0\n+a5ISkoft+LZ+aV8sVc5Z/XKYGYg9XiS+EDxj97YaOVoimETLQ75xZCW8bglKiwq5f01flXm872Y\nxFF/2cMLNvx9jZikbPp72GFvo7h7+jLSytUaQwNdDp0IJe2JVrmwsIQFn/1VZT7fc7c56i3rHWfD\nltPExKXRv1cr7O1q/zDK56VRLpM9C2/0bcbuwPucvPaA9h+cY4S7JaXicvZfSKGrizF3kvNRq4XP\nmFd7M/YEpzDum6sM7WyBrpYa9k11mda32YsXXgdoaqqzYKobX2y6SOfxOxk9wIUysYTTwQnYNG2C\njYXisfaIfk6Mff8wYwa44NzcmLCINE6ci8fUSIeNnw+o57uoWzQ1NXj/7VdY/e1h3PovZ8yrnSkr\nK8cn4CY2VsbYWMlP3AKMGNyJMW9uYMyrnXFxtODajUROnA7H1ESfn795o57vonpe+hZcJBKx/5PO\nLB3vTKlYwoYT8Ry+lMYb/Wz5aZb0JApD3Rf/jr01wI5FY5zILijjm0OxLPsnij/O1Hw2WEOycn4P\nvlrYCx1tDTbvCefE2TjGDnTl5G9j0dRQvEoxZqAr+38YSVJKLj/+eZWga/cZO9CFoL8n08pJ9Yxc\nVi4azZrPx6Ojo8lvOwI4fvo644a74/3vh5VeY59m7PAuHNg+n6R7mfzwmw9BIdGMHd6F4BNLadWI\njFxAxT26+IQ9YPDqS3w6xok1ShjN1BuN0KPLtgM3mbnUmz++GKyUG6i6pLF6dNm2K5AZ7/3O1p9m\nMX1yrwaty3/Ko0tyZpFcWEZuCYv/kk6GjKklP2kCAi8bL/0YHODDbRGEJeTQvaUJTQ21uJdRxInQ\ndDLzSnn7FTs8XBWPpQQEVB2VEPgYT0tSs4s5ejmNrIJSdDTVaGtnwEwvW2YNqP0jWQUEXhZUegze\naGmEY/DGRGMdgzcm/lNjcAEBAcUIAhcQUGEEgQsIqDCCwAUEVJgaBS4Sif4QiURpIpHoRn1USEBA\noPZQpgXfBgyp43oICAjUATUKXCKRnAVqb9+lgIBAvVFrY3CRSPS2SCS6LBKJLqfn/HcdLQgINCZq\nzZJNIpH8BvwG4G5nIJHEyzsaEJAiKr3Z0FVo1Ejay3vnEXg+hFl0AQEVRhC4gIAKo8wy2S4gGGgp\nEonuikSiWXVfLQEBgdqgxjG4RCKZXB8VERAQqH2ELrqAgAojCFxAQIURBC4goMIIAhcQUGEEgQsI\nqDCCwAUEVBhB4AICKowgcAEBFUYQuICACiMIXEBAhREELiCgwggCFxBQYQSBCwioMILABQRUGEHg\nAgIqjCBwAQEVRhC4gIAKIwhcQECFEQQuIKDCCAIXEFBhBIELCKgwgsAFBFSYWju6qDb480oab+6K\nBODXCS681c1K6by3UgpYeSqRgJhscorLsDfRYVIncz71skVXU10mbam4nF+C7nPtXj7XkvO5lVpA\nqVhS7TXPx+Vw+GYG/tHZxD8sIqdIjI2hFl6uxnzqZYuLue7z33gVfPr3Ha7E5hB5v4AHuSXoaqlh\nb67LKHcL5g9ujpmBllLl7L2YQsCth4Ql5BCWmEtuoZgpPa3ZOb+DwvTx6YU4LThbZXmTuluxa0FH\nmTDH9wJIeFBUbT1WTnDh87HOStVZGTKyCjlwOobjZ+MIj3rAvbQ8tDTVae9qzvTRbZgxpi1qaqI6\nKSf+XjZOg7dWWeakIS3YtW6YTNjZy3fZsvcGoRHp3E/PJ7+wFOum+rR3NWfB1E4M8Gz+fA+iGhqN\nwJOyillwIIYm2urkFYufKe/FhFwGbgqntFzCuA7m2Blp4RedzWqfJHyjsvF5px3aGo87K/kl5fzf\noTgALA00sTLQIimruNprTNhxm/S8Uno4GPJ6Zws01ERcSMjhj5BUdl9Lx/vtdnR3MHz2G6+G9ccT\n6OxoyMD2ZlgYaZFfJOZidBYr98Ww2fcuwau7YWdW84flywOxhCXk0kRHHVtTHSIK85W6fkd7A0a5\nW8iFt7NrIhf2/lB7sgrK5MIlElhzKJYysYShHc2Vuq6y7PGOYu5qX6yb6tPfwxY7KwNSMwo4cCaa\n2ctPczIwnn+/exWRqHqRv0g5HVuaM8pL/qPVzlX+Xn0vJuEbkkS39lb097BDX1eDpJRcDvvFcsQ/\nliVzPFj9Xo/nfyAKaBQCl0gkzNodiZm+JmPamfFtwD2l84rLpXkLSss5MKM1I9uaAVBeLmHSzgj2\nh2ew/uw9PvWyq8yjp6nG0Vlt6NSsCdaGWqz0TmCVT1K111nYuxlTuzTFxkhbJnzNmSSWnkjgnb3R\nhH3U+Rnuumay/xiAjpa6XPiS3VGsORjLmoNx/DyrTY3lfDetJbamOrhY6RFw+yFeqy8pdf1O9gas\nGO+iVNqFwxwUhnuHPaBMLMHNwQB3ZyOlylKWFg4mHNowklf7OMq0sF8t7Em31/5hn080+09HM+4V\n1zorp1OrpqyY112p+i56q6vCtPdS8+gy4W/WbL7E3Nc6Yt1UX6nylKFRjMF/CkzGNzqb3ye6oq/1\nbFUKiMnmdlohfZwMK8UNoKYmYu1wRwB+DU5BIpFUxmlpqDG0tSnWhsp1cQE+8bKVEzfAJ/1t0dVU\n40ZKARn5pc9U95pQJG6AiZ6WAESnFChVTv+2Zrha69fYktUFm32lH863B9jVkPLZ8epmx4h+TnLd\nZytzfeZMbA+A/6W79VZOTehoK25Pm1k2oUcna8rLJcQmZb/wdZ6kwVvw26kFLD6WwIJeNvRxNsIv\nOuuZ8vtFSx/I4JYmcnFOZjq0aKpLZHohsRlFONfBOFkEaDx6MdSVGO/VBkeupAPQvrl8V7k2SX5Y\nzK+nk8jIK8WsiSbdXY3pYG+gdP7UrGKOXEmniY46r/e0rsOayqP5aEimof5ibVhN5SSn5fPrv9fJ\nyCrCzFiH7h2t6dCy6TNdIy2jgIvhKWhrqdPSUf49fhEaVOBlYglv7oqkuYk2Xw6zf64y7qRLWzHX\nporF62KuQ2R6IZHphXUi8D3XH5BbLMbT3gBj3bp5nOuOxpFXJCa7oIwrsdkE3smiQ/MmLBrlVCfX\nq8AnPAOf8AyZsH5tTNj2bnuaK/Es//C/R6lYwpt9rTGoo2ejiLKycnYeuQ3AkF7P914pW45PcCI+\nwYkyYf262rLtq0E0t1Y8J3P5RipHA6TzEvdSczniH0d2XjE/Lu6HuUntvqMNKvDVPomE3svj7LwO\ncjPdypJdJJ2QM9JRfCsV4VlFzzZxpwx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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 2) a:down s':(1, 1)\n", "----\n", "s:(1, 1) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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BFiMELhBoMULgAoEWIwQuEGgxQuACgRYjBC4QaDFC4AKBFiMELhBoMULgAoEW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\nXXqixnNuDb9Kn8VhmDzhj82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C4AKBDiMELhDoMELgAoEOIwQuEOgwQuACgQ4jBC4Q6DBC4AKBDiMELhDoMELg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\nJGdtMYw5OQAAAABJRU5ErkJggg==\n", 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FAi1GCFwg0GKEwAUCLUYIXCDQYoTABQItRghcINBihMAFAi1GCFwg0GKEwAUC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\n89sFvtx4nnZulmz6dFS92bG1bs7yeX3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SCs7E5XEuMR8nK31OfdwPFxvDOu34/ieEqJQCTAy0cbY2IPZaUa0Czy0sY+Di\n01zOKKSTiwnDu1pTeLeC3WezuHWnjLWvdOal4S4Kdfaey2bKZ5GUV8gY39MOLydjrl4rZF/kTdpY\nGRDyUV/a2tbtKwAdO9ZZZM3vUcxdfgRHW2OG+rng4mhGVk4RO44kkF9QypRRXmz5cjzyk6VqJzEt\nD//nNpOdU8yEYZ6097Di7MUbBJ1Jp727JSG/PYO1xV++B4enExyertLW3uBEIi9nM/fZ7qxaPLw6\nvd/TmzgTnUnPTvb4dXXAxEiPqNhsDoWmoqOjxe+fj2PySC81bg5I9l3UKtd98AdExaRjYmyAs5Ml\nsfGZDyTwxORs+o/5iOybd5gwxhcfL0fCI5MJCrlC+3YOhB5YjLWViUKdM+cSGTbpU8rKKpj6RG9c\nnKw4dvIK5y4k49/Hi6M73kZfX7e6fHl5BUOe+ITQM/H4eDkyYnBH9PV1OXs+mRNhVzE3MyTswGI6\n+qh3MrdkPSNCJpP1qqtcs7bg+RtGYqCnrZT+/qY4VmxPZMWOJL6d1alOO1/M6ICztQHtHIw4fuk2\nwwLCay0fsCWeyxmFTO5jz+9vdEdHWz5SyX7Wm97vhLHgx8s81t0GZ2v5j/7uvQpmrblIWbmMrf/x\nZXJfh2pbm0Ou89xXUbz642V2LepZn69fK95uluxaPZGxgz0UWuqPXyuiz1O/se1QPNsPxzNllHed\ntuZ9eITsnGK+fm8orz7fozr9jU+D+eqXCN7/KoQ1ASOr04f4uTDEz0XJTkVFJT9tvwjA7GldFfKe\nHefDxk/H0M7VUiH9tz1XmP7OfuYsPcS4wR7oqfh7PyhffvQszk6WtPOw53hoLEMnfPpAdua+tYHs\nm3dYueI5Xp391314Y/FmvvzuIO//dytrPp9RnV5RUcnMV3+kuPgeu35dyBNjfAGorKzkyX99y7Y9\n5/jyu4Msem1cdZ0d+yIIPRPP8EEdObTtP2hp/TU6XvrJDpb/bxefrQ7kp29eeqDvUBPNOgZXJW6A\nJ/vLBZSQWaSWnaGdrfFyNFarNQPYGZ4FwLKnvarFDWBnrs/r49wouVfJT8cyqtPDruaRlXePXp7m\nCuIGeGaAE93cTNkbkU3qzRK1rq8Ow/q2ZfxQT6VuuIOtMXOekvdMampl/05iWh6HQlNxa2PGvGd9\nFfKWze+PsaEuv+65TFFxWZ229p9IJuNGIX27OdK1va1C3qvP91ASN8Bz4zvg5WpJTt5dLsbfqvMa\n9WHowA54eTqo/XdXRWJyNoeCYnBra8O8l4cr5C17ZyLGxvps3BJGUVFpdfrx0FiuxF1nUP/21eIG\n0NLS4v8CngRgzfog/t47TkrAF2c7AAAgAElEQVS5CcDYUd0UxA0w4b6NmzlKp3I/NC1ykm3PuWwA\nuriaNor9G3nyP5aHnZFSnoe9PO3YxRzl8vaqu+AedkbIZIp1GhNdHfmfTUen7j9fUHgaACP7uyk9\nLEyN9fDv4URxSTmno67XaWvtn9EAzPpH6622v9ot74i7oJArAIwa2llJeKamhvj7eVFcfI/T5xKr\n04+dlNcZPUx5KOHhZoe3pwOp6TnVogbodL/rfeBINJWVlQp19h6KAmDE4Lp7q/WlWbvoVXy2K4nC\nuxXkF5cTkZhPSGwuXV1NWTTRo1GuZ2OqR2ZuKcnZxXR0UXyIJGUVA3D1etHfysvHUsnZqlvopGzl\nOo1FeXklG3dfBmD0APc6y19NzgXkXX5VtHO15FBoKnGpuQzv51qjnYwbBRw4mYy5qT5PjWmvtr+n\no65zOTGHNvYmdPZq+Emkh+VqQiYA3p6qJwG9POw5FBRDXOINhg/uqF4dT3viEm8Ql3gDT3c7QN5y\nTx7Xk+17I+gyYDEjBndCT0+biAuphJyJ49VZI5j30nCV9h6GFiHwz/ckk5V3r/rz6O42/Dy/K7bm\nDTszXcXjPWz58WgGAX8ksPn17mjfb1lu5pfy1d4UQD4RV4W/jyUWxjqcTchnV3gWE/z++sNuCcsk\nKqVAXqeo7m7uw7LoixPExN/i8UHuPDbArc7y+YXy3od5DW8kzE3k9zjvTqnK/Cp+3HaRigoZz43v\ngJGhbq1lq7idV8KLiwIB+OKdIWhrt7wOY/4d+UPb3Ey5NydPl/fa8vKLH6qOJElsXT+fZf+3k48+\n38Plq3/1mIYP6sizU/qio9Nw8xNVtAiBZ66TP7my8koJu5rLu7/F0eOtUPa825MeHuYNfr3lT3tx\nKOoWW0/fIPatEIZ1sabobgW7z2bTxkqftFt3FbqzxgY6fDWzIzNXRzPls0ie6GVPO0cjrl4rYm9E\nNt3dTLmQUkA93lo9ECs3RvLF+gh8PKzY8MmYxr3Y36islPHTthgA5jypXve8qLiMifN3EZ+ay1sv\n9WbaaPVbfU3k7t17vDB3LQeOXGT1/01nwhhfjAz1CQ2PZ8G7vzFo/Ar+/GkeEx7vUbexetCiHqn2\nFvpM6uPAwQ96k1Nwjxe/iW6U6zhaGhD+SX/mjm5LQUkF3x1MY3/kTZ70d2TLm/IJDzszxRbvhSFt\nOLLUj5FdbQi+lMPKfSmk3Srh53ldeXagk7xOI/U4AFb9dp7XVgTR0dOaYz8/iZWFeq/kqlro/IJ7\nKvOrWngLs5p9P3AymfQbBfTt5kgXb9say1VRVFzGuFe2ExJ5jddf7Mmnbw5Sy9fmoKq1zb9TrDK/\nqrW2MDd6qDqffL2PP3ed5b/vT2HOjKE42FtgZmbImBFd2frzPMrKKlj43m8P/4X+QYtowf+Jq60h\nHZ1NuJBSwK0797AxU2/BS32wt9Bn1cudWPWyYnrVRFnvdso9h6GdrRna2Vop/cWV8kmS3p4N39sA\n+GpDBG98EkxnLxuO/DQNO2vVXUNVtHeXj73jUnJV5iek3h+jq5gBr2LtFvmDdrYarXdB0T3G/Xs7\nJyOu8dZLvVu0uAHat3MEIC4xS2V+fJI83dvTQf06icp19h6U/0aGDvRRKt+tc1ssLYxJTc8h53ah\n0jv3h6FFteB/53quvGXRbux+7z/YePwaIH/9pQ55RWXsicjG1kyPkd2Uxf+wfLounDc+Caa7jy3H\n1tdP3ABD/doCcDgshcpKxUVNBUX3CI28jpGhDn27qf6+17ML2XciSa3JtfyCUh57eSsnI67x3pw+\nLV7cAEMHdADgUFCM0ux2QUEJoeHxGBnp0beXZ3X6sIHyOoHHLirZS0rJJi7xBq4u1ni4/dXbKb1X\nDsDNWwVKdUpLyygovAuAnm7DjsObTeBx14vIVzEpVVkp4/1NcWTn36N/ewssTeQTOmXllcReKyTx\nxsPPVFdWyigsKVdK33j8GhuOX6N/ewsm+inOkBaoKF9cWsGMb6LJKypn2VNe6DfwH+fD707x7hcn\n6dnJniM/TcPGsmZxl5VVEJuUQ2JankK6Z1sLRvm7knLtDqs3nVfIW7oqjKKSMp4f3xFjI9UTZ1WT\na8+P74ChQc2Ta7n5dxn50p+cjsokYH5/Plo4oB7ftPEpKysnNu46icnZCume7naMGtqZlLRbrF53\nVCFv6ac7KSoqZfqT/TE2/msIM9jfhw7eTpwIu8ruA3/d08rKSt5ZtgWAf88YqvB+fmBf+YKkj7/c\nS2mp4u8+4NOdlJdX0NvXHVNTNVdDqkmzLVX9am8y722KY4CPJW52Rlib6pKVV8qJy7dJyirBwUKf\nI0t7V7/GSskuxmPucVxtDUn+boiCrZ3hWey6v3jlRl4pBy/cwsPekIEdrACwNtXjsxf/6hoVlpTj\n8PIxRna1xsPBCC1JIiw2l1NxeXRwNubwEj+crBTXZ686kMoXe5IZ0skKBwt9cgrL2Hsum8zcUhaM\ndeWrmXUvP61GjaWqv+y8xMz3AtHWlpj/nG/1WPrvuLUxY8akzvL7cy0fj5HrcHUyI/nILIVy/1yq\n6uNhTfjFTILOpOPtZknoJsWlqlVUVsrwHLWO1Ot3iNr5Qq3j72EzthAcno6niwXPje+gsszE4e3o\n3sGuzu+u7lLVnfsi2Lk/EoAb2fkcPBaDh5tttZhsrE35bPnTAKSk3cTd9y1cXaxJufC5gp1/LlXt\n4O3EmYgkgkKu4O3pQFhg3UtV27ax4uiJmpeqXrueS9/HPiTj+m3c2towelgXDA31CD0TT3hkEoaG\nehzd8Tb9erdT67u3+KWqI7rakHCjmNDYXM4n3yGvqBxjA228HY15flAbFjzuipWam00uJN/hl+Br\nCmlJWSUkZcnTXG0NFQSur6vFU/6OhMbmcjhaPub2cjTio2e8eW2cG0b6yi1xL08zOrQxIfD8LXIK\n72FmqINfOwvWveLKmB51TzzVl+SMfAAqKmR8vSFSZZnBvZ2rBV4bnm0tOLvlOZZ+E0ZgSAr7TyTj\naGvMguk9VG42qeJgSAqp1++oNblW5W9iel6NG1Xc2pipJXB1uRCTxi+/hyqkJaXcrF5g4upiXS3w\n2vB0t+Pc0aUsWbGDwGMX2X8kGkd7CxbOGVnjZpM+vTw5e3gpSz/dwaGgGAoK7+LqYs2StyawaOFY\nBXEDtHGyJDIogE9X7mffoSh+3nySykoZjvYWzHhmAO8seBwfb/WGhfWhWTebPLKo0YI/yqjbgj/K\nqNuCt9hJNoFA8PAIgQsEGowQuECgwQiBCwQajBC4QKDBCIELBBpMqxV4cEwOWlMPEPBHvMp891eC\ncX8luPrz+qAMtKYeYH1QBvsisvF/7xQmzx3C6sXDTPsskng1o8e0FoLD09Hq+DkBq8JU5ruPWIv7\niLXVn9fviEGr4+es3xHDvuNJ+D+7CZOeX2PVdxXTXttNfA1r2VszwSFXkKxnEPDpDpX5bt3fxK37\nm9Wf1286iWQ9g/WbTrLv0AX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xszch9lphteVzCkp5bM5JLl0toI27BdOGuFNwV8aO05kMXnCaFa+15eWB7kp1\ndp3JYuxXkZTJ5Izs4oivqzlXrhXw8/40dp3JIvTTHjRrUrOvmvJncBzTFxzEpYk5/f3dcXexIjO7\nkK0HE5jy8X6Cjyez6duRKE6Wqp7EtFwCnt9IVnYRowb40MLbjtMXbrB4bST7QpMJXf8s9jZ/+97P\n371KW7uOJBJ5KYuhj3kppb82/yCnojPo0saJwMHNsTAzIio2i9/3XOGv/fH8/vUIxgz2ffgbooZP\nv95BVEw6FuYmuLnaEhuf8VB2EpOz6DXsU7Ju3mHUsE609HUhIjKZ738+QPChC4TtnYO9nYVSnVNn\nEhkQ+AWlpTLGPdkNd1c7Dh+/zIIvt3Po2CUObX0PY2PDKq+5M/gcv6w7hoW5CQWFdx/Kb02oV4Hn\nrRmMiZG+SvpHG+JYtCWRRVuT+HFKmxrtfDOpFW72JjR3NuPoxdsMCIqotnzQpnguXS1gTHcnfn+7\nIwb6ipFK1nN+dHs/nJm/XOLxjg642St+9HfvyZiy7AKlZXL++l8nxvRwrrS1MfQ6z38XxRu/XGL7\n7C4P8vWrxc/Tlu1LRzO8r7dSS73wzUK6P72ezfvj2XIgnrFD/Gq0NeOTg2RlF/H9h/15Y0LnyvS3\nvzjCd7+d5aPvQlkWNLgyvZ+/u1qRy2Tl/LrlAgBTx7dXyntuREvWfjGM5h62Sunrd15m4vt7mDZv\nPyP6emOk5u/9sHz76XO4udrS3NuJo2Gx9B/1xUPZmf7uGrJu3mHxoud5Y+rf9+HtORv59qd9fPTZ\nXyz7elJlukxWzuQ3fqGo6B7b183iyWGdACgvL+epl35k884zfPvTPma/OULt9W7eusOUt1bxdKA/\nN7LyOBp25aH81oR6HYOrEzfAU70UAkrIqL4lrqB/W3t8Xcw1as0AtkVkAjD/Gd9KcQM4Whvz1ghP\niu+V8+vhq5Xp4Vdyycy9R1cfayVxAzzb25UOnpbsOptF6s1ija6vCQN6NGNkfx+VbrhzE3OmPa0Y\nehyJSK/RTmJaLvvDUvFsasWM5zop5c1/vRfmpoas23mJwqLSGm3tOZbM1RsF9OjgQvsWTZTy3pjQ\nWUXcAM+PbIWvhy3ZuXe5EH+rxms8CP0fa4Wvj7PGf3d1JCZnsT8kBs9mDsx4ZaBS3vz3R2Nubsza\nTeEUFpZUph8Ni+Vy3HX69GpRKW4APT09/i/oKQCWrQ5BLpervebUt1YDsPT/XnhovzWlQU6y7TyT\nBUA7D0ut2L+Rq/hjeTuaqeR5OynSDl/IVi3vpL4L7u1ohlyuXEebGBoo/mwGBjX/+UIi0gAY3MtT\n5WFhaW5EQGdXiorLOBl1vUZn1r2SAAAgAElEQVRbK/6MBmDKv1pvjf3Vb3hH3IWEXgZgSP+26Okp\n309LS1MC/H0pKrrHyTOJlemHjyvqDB3QTsWet6cjfj7OpKZnk5RyUyV/9YbjbNsTyc9fT1Lp9muD\nBiHwr7YnEfRHPG+tukyfOSeZ+3s87T0smT3aWyvXc7g/eZecVaSSl5SpSLtyvfAf5Q3vl1ffQidl\nqdbRFmVl5azdcQmAob29aigNV5JzAEWXXx0VrW5cak61dq7eyGfv8WSsLY15elgLjf09GXWdS4nZ\nNHWyoK2v+snL+uRKgmLc7uejfoLL9/7EV1ziDc3r+KjWAUhNv8WsDzcwYXxPRj3RWV3VWqdBCPzr\nncks+DOB73enEBqbw9CODuz7uBtNrGt3ZrqCJzorupdBfyQgk/3djbqZV8J3u1IAxURcBQEtbbEx\nN+B0Qh7b73fvK9gUnkFUSr6iTmHN3dxHZfY3x4iJv8UTfbx4vLdnjeXzChS9D+sq3khYWyjuce6d\nErX5Ffyy+QIymZznR7bCzLTqyaN/cju3mBdnBwPwzfv90NdvED83JfLuKB7a1laqvTlFuqLXlptX\n9Eh1ysvLeXHGCizMjVn8+YRHd1xD6nWSrYKMlYqxT2ZuCeFXcvhgfRyd3w1j5wdd6OxtXevXW/CM\nL/ujbvHXyRvEvhvKgHb2FN6VseN0Fk3tjEm7dVepO2tuYsB3k1szeWk0Y7+K5MmuTjR3MePKtUJ2\nnc2io6cl51PyeYC3Vg/F4rWRfLP6LC297Vjz+TDtXuwflJfL+XVzDADTntKse15YVMro17cTn5rD\nuy93Y/xQzVt9XeTbn/ZxNOwKu39/q8rXbtqgQT1SnWyMCezuzL6Pu5Gdf48Xf4jWynVcbE2I+LwX\n04c2I79Yxk/70tgTeZOnAlzY9I5i0sTRSrnFe6FfUw7O82dweweOXMxm8e4U0m4Vs2pGe557zFVR\nR0s9DoAl68/x5qIQWvvYc3jVU9jZaPZKrqKFzsu/pza/ooW3sara973Hk0m/kU+PDi6082tSZbkK\nCotKGfHaFkIjr/HWi1344p0+GvlaH1S0tnl3VIdrinRFa21jbfbQdeISbvDRZ5uZ/NxjPDG46rUZ\n2qBBtOD/xqOJKa3dLDifks+tO/dwsNJswcuD4GRjzJJX2rDkFeX0iomybs1Vew7929rTv629SvqL\ni6MUdXxqv7cB8N2as7z9+RHa+jpw8NfxONqr7xqqo4XX/TF2ivoxdsL9sbefmhnwClZsUjxop2rQ\neucX3mPEq1s4fvYa777crUGLG6BFcxcA4hIz1ebHJynS/XycNa+TqFzn0pVrlJSUsWrDcVZtOK62\njm+39wHYuuYNRg+vvdetDVLgANdzFC2Lvrb7vf9i7dFrgOL1lybkFpay82wWTayMGNxBVfyPyhcr\nI/jgm+N0bNmE/b+Mw8FWc3ED9PdvBsCB8BTKy+VKQ4/8wnuERV7HzNSAHh3Uf9/rWQXsPpak0eRa\nXn4Jw6Zu5mRUBh9O686ns3o/kK/1Qf/erQDYHxJDeXm50kx6fn4xYRHxmJkZ0aOrT2X6gMda8dk3\nOwk+fIEP3lJ+152UkkVc4g083O3x9lT0djybOfDyBPUPut0HoriRmcf4Ud2wsjTFs1ntTkTWm8Dj\nrhfiZG2EtbnyhE15uZyPf48nK+8evVrYYGuhyC8tKycxswhDfQkf50cbw5SXyykqkWFhqvz11x69\nxpqj1+jVwobR/sozpPnFZVj+q3xRiYxJP0STW1jGj1PaYGxYe4s4AD756QTzfginSxsn9q0YW223\nvLRURmJ6LoYG+vg0s6lM92lmw5AAD/aHpbJ0wzmlhS7zloRTWFzK1KfaY26mfuKsYnJtwshWmJpU\nPbmWk3eXx6f8xZmYTIJe78Xc6T0f4htrj9LSMhKTszA0NMDHy7Ey3cfLkSH927I/JIalKw8pLXSZ\n98U2CgtLmDapH+bmfw9h+ga0pJWfK8fCr7Bj7zmlhS7vz98EwKuT+le+n+/YzoOV37+k1q9+Ty7i\nRmYeC+eM062lqnsis/hwQxy9W9ri6WiGvaUhmbklHLt0m6TMYpxtjFn+atvK8tdu36X1rON4NDEl\n+ad+Sra2RWRWzm5XvLM+EZfD5CWKrqW9pRFfvdiysnxRiQznVw4zuL093s5m6EkS4bE5nIjLpZWb\nOZve6aTyzvi3I9f4Zmcy/drY4WxjTHZBKbvOZJGRU8LM4R68+nizWr0/v227yLwfwtHXl+jdpSmL\n151TKePZ1IpJgYp7dC2rgNYjVuPhakXywSlK5ZZ+PIiA5zcya2EIh0+m0dLbnogLGYScSsfP05bP\n3lTf0v5zcq2m7vnYWTs4E5OJj7sN5eVygpaEq5QZPbA5HVs5qqn9cGzbfZZteyIBuJGVB8CJMwlM\nmrECAAd7S75a8AwA1zJyaNXzQzzc7Uk5/7WSnR+/fIFewz5l5gfrOXTsEq38XDl1NomQ0Mv4+Tjz\n2UfjlMrr6+ux6oeXGRD4BeMmL2Hck91o1tSOQ8cuc+Z8MgHdfXnrtcdr7Xs+CvUm8EHtHUi4UURY\nbA7nku+QW1iGuYk+fi7mTOjTlJlPeGCn4WaT88l3+O3INaW0pMxikjIVaR5NTJUEbmyox9MBLoTF\n5nAgWjHm9nUx49Nn/XhzhCdmxqotcVcfK1o1tSD43C2yC+5hZWqAf3MbVr7mwbDONU88PSjJVxU/\nWJlMzvdrItWW6dvNrVLg1eHTzIbTm55n3g/hBIemsOdYMi5NzJk5sbPazSYV7AtNIfX6HY0m1yr8\nTUzPrXKjimdTq1oV+PmYNH77PUwpLSnlZuUCEw93+0qBV4ePlyNnDs1j7qKtBB++wJ6D0bg42TBr\n2uAqN5t07+rD6QPzmPfFVvaHxJBfcBcPd3vmvjuK2bOGV7sOvS6RqlpO9yh09bGWn/6/gFq3qzO0\nbl3fHjRoJCfVFWICZST7SWflcnnXmso1qNdkAoGgdhECFwh0GCFwgUCHEQIXCHQYIXCBQIcRAhcI\ndJhGK/AjMdnojdtL0B/xavO9XjuC12tHKj+vDrmK3ri9rA65yu6zWQR8eAKL5/dj9+IBxn8VSbyG\n0WMaC0ci0tFr/bXaBScAXoNW4DVoReXn1Vtj0Gv9Nau3xrD7aBIBz23Aosv32PVYwvg3dxBfxVr2\nxsyR0MtI9pMI+mKr2nzPju/g2fGdys+rNxxHsp/E6g3H2b3/PL2Gfoq5+1RsvaczbtIS4v+1/7sh\n0GgF/rBsPZVJ4P9F4mZvwswnPOjpZ8vmk5n0/OAEV64V1Ld79c7Wg/EEvrEdNydLZk7oTM8Ormze\nH0/PZzdwJfl2fbvXINiy+yyjJ/6Am6sts6YOoWe35mzeeYYej3/ClYcM/KgtGuxmE22x80wWO2Z3\nYUTXv1dUfb87hbdWXWbGikscDPKvR+/qn50hSez4cTQj+v29ueL7tZG8tSiEGQsOcXDV+Hr0rmGw\nM/g8Oze8yYjHO1amff/zft7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xszch9lphteVzCkp5bM5JLl0toI27BdOGuFNwV8aO05kMXnCaFa+15eWB7kp1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\nM/g8Oze8yYjHO1amff/zft7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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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CgQYjBC4QaDBC4AKBBiMELhBoMELgAoEGo/bdZNXBBxsiORd7j6ibudzJfoCh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\nFwg0GCFwgUCDEQIXCDSY/wNHmct2k8I65wAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 0) a:up s':(0, 1)\n", "----\n", "s:(0, 1) a:up s':(0, 2)\n", "----\n", "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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HNm/3xcbalFeeH4a6IfdQj3YMHajBnvQ63Kravr0L58+H4uMTiLt7K/z9NyltVZUkRSss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\n65/6sGDlCY7/PL0erWsY7D9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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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txLWZHU9P6Mm8uaMwNq7+t/vy3HX8svk4ANFnl9HCQ/N1VK8C/25vAl3cLRjS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\nXttU1E9Zucr4rNxK6iFTtRu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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(1, 1) a:up s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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Fn26nqKgEyWYGA5/8vNJ7bttzjh5DlmDsPAtrzzk89dKP3LiZqWTT8UC5ow7JZkbFv6ry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\nxO4DoaQ/UCsXFhYz94PfKr3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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 1) a:up s':(0, 2)\n", "----\n", "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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ohCVf7MS9yzsYOL6Gm/f/sfDT7RQVlSDZTGPgM8urfOa2PWfpMWQpxs1nYu0xh+de+5Eb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\nQo+OjkplxSRmsnzNKQBGDdTsyki9r4O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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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cbdq7WxP414uYmejfb59dYSSk5qhvny0h3M65y7YfxjBpRJtq6yvZdqw2DUCX\ngZ8SGpaMibEBzR0tiYi+8a8EHhufQd9Rn5Nx8w5jR3WlbWsHzl6Mx88/nDat7Ak4tBBrKxOlPMHn\nYxk8fjklJTImPdsTZ0crfE+Hc/5SPF69W3N81wfo69/vWJ6f+TN/7zpL+zaO9PP0wMrCmMiYNPb6\nhCCTlbHyy5eYN3uYxnWWrKdfkMvlPapNV58Cv1ssw6Cprkr4J39G8dXOWN4Y0YKfX69eDCOXneNI\n6C1WvtqOt592rQh/d0M4P+xPYNYwZ9bMVv7RlD/j44nufPZca5XesKS0DL0m1c9gIlPzaDf/NHYW\nTUla461RHk0E7nsmifzCEp4Z6KZUt7Sb+fR+bgvJN3L5Z+WzTBzuUW1ZI2du50hAAis/GczbU7tV\nhL/7tR8/bLzArOc6s2bJ/R+XTFZGWZkcPT3V72baBwf4Y184X783gA9m9qr22ZHxt2n39O/Y2RiR\n5DtbbZkPo6nA/U6H09zRklZudpwMiMB77PJ/JfARk1ZwxC+MVV+9xNuz7rfDuwu38v3/DjN7+iDW\nfDu9IlwmK6NTv4WER11nz5b5PDuqKwBlZWVMefVnduw7z1efTmLBO6Mr8mz48zSdO7ag61P3Ow2A\nkwERDJv4XyRJIiFkBQ72FhrVWVOB1+scXJ24Aab0tQcg5kZ+tWXEpuVzJPQWrraGzBmp3HhLn2uN\nsYEuW05dJ/9uaUV4WlYR3+6Nw9PDgs9f8FA71NVIqMDaY8kATPdurnEeTRjs2YIx3u4qdbNvZszs\n5zoDcOJscrXlxCZlcyQgAVcnM+a82FUpbunbXhgb6bFl71XyC4orwnV1dSoVYnkPHJ2YpdHnWLst\nFIDp4ztqJO5Hwbt/O1q722s0iqmM2PgMjviF4drChjkzhyjFLf1wHMbG+mzeFkh+flFF+MmACMKj\nrjOgb5sKcQPo6OjwzZIpAKzZ4MeDnef0F/uriBtgoFdbBnm1pbi4lMCz0f/6c1RGg1xk23c+A4BO\nLqbVpvULU8yLh3W2URGDqWETvNpYUlAk40xUdkX49jNpFJfKec7LgcIiGduDbvD1rlhWH0okNEHl\n6vNKKSqRsflkKpIErw911jjf41L+ImmiW/3X5xecBMAwL1fV9jFuildXJwoKSzkTekOjZ+/ziwXg\nqTbNqk1bVFzK5j3XFO0z+SmNyq9r/PzDARju3REdHeX2NDU1xKtXawoKijlzPrYi3Pe0Is/Iwarr\nLW6utni425OYnElcwk2N6lD+4mvSpGZfgFDPi2zlrNgTR95dGTkFpVyIzcE/IounXExZMM6t2ryR\n1xW9vIeD+oWQVg5GHAmFqBt9pj3JAAAgAElEQVT5DHnKBoDzMYq5YkGRjHbzT5F0665Snomedmx8\nuzNG+lU3+M7gdG7dKWHYU9a42RlVW9eaoLS0jM17rgEwsr9rtekjExQvQA9XS7XxrVwsOBIAUQlZ\nDOmj3MOUlpbx+ZogAG7n3MX/QiqXwjPw7u2skWB3Ho3mVlYhw/q64Oas2dCzromMUbzYPNzt1Ma3\ndrPjiF8YUbFpDBnYXrM87nZExaYRFZuGe0vbKp+fmHyL46euYWTUlAF9q1+feFQahMC/3RdPevb9\nIeLILjasn/sUzcz1q8ilIKdAMfQ2N1L/UcyNFAsd2fn3h+gZOYrh1qK/ovFqa8GuD7rh4WhMWFIe\nb/92jR1n0jExuMr6uVX/iNcdVQyRXx9Wd733gu9OERZ9i6cHtGREv5bVps/JVbSruYn6tjQ3VYRn\n5xapxJXKyvhsdZBS2LRn27N60VAM9Kv/6azbdhmA16c0zN4bIOeOYuHU3Ez9C9rcTLH4mJ1T8Fh5\n1FFUVMJLs3+hqKiUb5ZMqXS1/nFoEEP0G78OoWz7KG78Opgd73clLqOQbu8HcDFO/ars41J2b2pk\nZaLH3gXd6epmjrFBE3p7WLBnQTdMDHTZfCqV1My7lZYRfSOfE1dvY2fRlLE91b/Ja5pVmy/y3frz\ntHWzYtPy2r+i3UC/CWXh/0F27T2ST8xm/VcjORaUSM/JWypdMS8nOiGLE2eTsbMxYuzgVrVe18aG\nTFbGtDfXEhAczXPje/GfuaNq5TkNQuDl2FnoM763PYc/7UlmbjGv/Hi52jzlPXd5T/4wOQUlAFgY\n3+9xyv8/pJM1ZkbKe+QOlgb0bm1BWRmcj638R7z2aO0srlXGT39c5J0vfWnvbo3vhuewsqh++xDA\n/N72YE6eag8NkHOv57YwrXy0JEkSTnamvDKuIztWjSUy/jZvLzte5XPX/lN7i2s1SXlvm3NHfW9b\n3ltbmBs9Vp4HkcnKmPrGL/yz5xxTxvViy5rZj7VQWBUNSuDluDQzpH1zE64m53HrTnGVads4KoY1\nUZWsuMfcUHwJD87RPe7lMTdWP8y0NFaIvrBYpja+uKSMTSfqbnHth40XmPe5Lx1b2+C7cQr2zTQf\nyrVxtQIUc2x1xCQqFh8rm6M/jGcXRyzM9DlxrvIV/OJiGZt2X23Qi2vltGmlsFuIik1XGx8dpwj3\ncLfXPE+sap5ySkpKeeH1//HXzmBenOTJn2vfqJXFtXIapMABrmcpehbdaqy1vDsqfsBHQ29RVqa8\np59bWEpAZBZG+rp4etxf5Bl6b7HtalKe2jKvpuQC0NJW/Rt419l0bt4pZmin2l9cW74umHe/9qNL\nO1t8N07B1vrR5mnevVsAcDQgQbV98osJCEnFyLAJnp01MNC5l+dOXnGVK/i7jkVz83YhQ/s03MW1\ncrz7KSzIjviFUVZWphSXm1tIwNlojIya4tnDvSJ88D2rMx/fKyrlxSVkEBWbhouzNW6uyjsNxcWl\nTJ6xmn/2nOPl57zY/L9Z6GqwE/I41JvAo67nk5NfohJeVibnkz+jyMgppm8biwoz05LSMiJS84hN\nU+6p3e2NGd7ZhoSMQlb7JCrFLf47mvy7MqYOcMTY4H5v3b+dJV1cTfGPyGJXcJpSnnVHkwlPyaeV\nvRE93M3V1r18cW3W8BaP/sEfgWU/B/HRd6fp3sGOY79Pxsay8pdJSYmMiLhMYpOylcLdW1gw3MuV\nhNQ7rP4zRClu8Y8B5BeUMPXZDkqmp1eibnK3SHXKU1ws4+1lxygrk/PMwMp3ONb9o5hazbq3X98Q\nKCkpJSLqOrHxGUrh7i1tGe7dkYSkW6z+VXnasXj5bvLzi5g2pS/GxvenMAO92tLOw5FTgZHsPXS/\nTcvKyvhw6TYA3pjurTTsLioqYfzLq9hzKITXpg5g/U+vqWzL1Qb1Zsn2w/54Pv4zin5tLXG1NcLa\nVI/07CJOXbtNXHoh9hb6HFvck/bOir3whIwC3N46iUszQ+L/N0iprIdNVds2N+FstMJU1cPRmAA1\npqqXE+4waHEwOQWljOluS2tHY64l53Eo5CbGBrocXtiTvm1Vh60xN/JpM+8UtuaPYLn2MBpYsm3c\nHcaMj3zQ1ZWY+1K3irn0g7g6mTN9vMLqKyE1B7eh63BxNCP++CyldA+bqrZ1s+LsZYWpqoerJQF/\nvqhkqvrOl75s2BWGV1cnWjiaYWGmz42MPI4EJJJ2K582La3w3TAFB1tl802AmMQs2oz6DVtrzS3X\nHkZTS7bdBy6w++BFANIycjjsG4abazP6eyqs+2ysTVnx2fOK9km6Scuu7+PibE3CpW+V2+chU9V2\nHo4EX4jDzz8cD3d7An2qN1Vt4WTF8VOVm6rOmPsrG7b6Y2NtyluvDkbdlHuQV1sG9dPMJl1TS7Z6\n2yYb+pQNMWkFBERkERJ/h+z8UowNdPFwMGbqACfmPe2ClYaHTdztjTm3vC+L/47GJ+QWB0Nu4mCh\nz7xnXCo9bPKUqxkXvvHis39iOBKqyGNj2pSX+juycJI7bZxUf7wA644lI5fX/uJafIpigU8mk7Ny\n0wW1aQb2bF4h8Kpwb2HBuX+msvjHAHxOJ3DwVBwONsbMm9ZN7WGTySPbkFdQwplL1wkKvU5ufjFm\nJvq0d7fm3Rk9eOuFLhgZqj/As+6fy4r2qYPFtUthSWz8K0ApLC7hZoWBiYuzdYXAq8K9pS3njy9m\n0Ve78PG9wsFjl3Gws2D+7GGVHjbp3cOdc0cXs3j5Lo74hZGbdxcXZ2sWvT+WBfOfURI3QHySok63\nMnP57L971FfkAzQWuKbUqy36E4sGPfiTjKY9+JNMo7BFFwgEtYsQuECgxQiBCwRajBC4QKDFCIEL\nBFqMELhAoMU0WoGfCMtEZ9Ihlvyt3gtGyzdP0PLNExV/b/BLQWfSITb4pXDgQgZeHwdh8tIRrF45\nyuQVF4nWwHtMY+LE2SR02q1gyU8BauNbDllLyyFrK/7esCsMnXYr2LArjAMnYvF64U9Muv2AVe8f\nmTx/D9GV2LI3Zk74hyNZT2fJ8l1q4127vIdrl/cq/t7w52kk6+ls+PM0B45cou/IzzF2noWl21tM\nmv4T0bFpasupTxqtwP8tu4LTGf/NRZpbGzDvaRf6eFiy40w6fT4KIjJVvW36k8Suo9GMf3sPze1N\nmDetO306O7LjSDR9nv+DyPiqvco+Kew8cIFx036kuaMl82cNp0/PVuzYdx7PEcuIjNbMM05d0SAc\nPtQl+85nsHdBd0b3uO9pY+WBBP5vfThz1l3j2JLqHQlqM/v8Ytn783hGe98/XLFy0wX+7ys/5nx2\njGPrp9Rj7RoG+3wuse/Pdxg9oktF2MpfjvDOx3/y1vubOL77w3qsnTJPXA8+uKO1krgB5o50wd3e\nCN+wTBJvqneN/KQw2LOFkrgB5r7UFfcWFvieSSKxGkcPTwKD+7dTEjfA3JlDcW9pi+/pcBKTb9VT\nzVR54gQ+oIPqARJdXYl+9w6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FMpo+tAV6M0thBdi0htei6kXghnq6rBuvfgV46XHFwtu0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\nAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(2, 0) a:up s':(2, 1)\n", "----\n", "s:(2, 1) a:up s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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3cu8yalDbx2+Yv/HpN/sIj0jB2EgfJwcLrsekPVI5cQmZ9B/1KZm38hgzqicd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\n5oTH43IpKC1hzRh3peWVvLvlmD5gVMo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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "s:(0, 2) a:right s':(1, 2)\n", "----\n", "s:(1, 2) a:right s':(2, 2)\n", "----\n" ] }, { "data": { "image/png": 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1yCP8eTicWcuOYdfCCJ/eLXGyMyE1PZ/dRyOZ/vFhfE/F8Md3LyGp8SLD6IRM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\nm8p7x1/9btXr4trK9Wf579cn6NrOmiO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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "alpha = 0.5\n", "gamma = 1.0\n", "\n", "def q_proc(s_pos,a):\n", " s = states[s_pos[0]][s_pos[1]]\n", " s_next_pos = state_transition(s_pos,a)\n", " s_next = states[s_next_pos[0]][s_next_pos[1]]\n", " a_next = e_greedy(s_next)\n", " \n", " q = (1.0-alpha)*s.Q[a] + alpha * (1.0 + gamma * s_next.Q[s_next.best_action])\n", " print(\"s:\" + str(s_pos)+ \" a:\" + a + \" s':\" + str(s_next_pos))\n", " print(\"----\")\n", " return s_next_pos, a_next, q\n", "\n", "def one_trial():\n", " agent.pos = (random.randrange(size),random.randrange(size))\n", " a = e_greedy(states[agent.pos[0]][agent.pos[1]])\n", " if states[agent.pos[0]][agent.pos[1]].goal:\n", " return\n", " \n", " while True:\n", " #draw(None)\n", " s_next, a_next, q = q_proc(agent.pos,a)\n", " states[agent.pos[0]][agent.pos[1]].Q[a] = q\n", " agent.pos = s_next\n", " a = a_next\n", " if states[agent.pos[0]][agent.pos[1]].goal:\n", " break\n", " \n", " \n", "for i in range(100):\n", " one_trial()\n", " draw(\"all\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.5.3" } }, "nbformat": 4, "nbformat_minor": 2 }