#!/usr/bin/env bash #### This script serves as an example of utilising `ros2 launch drl_grasping evaluate.launch.py` and configuring some of its most common arguments. #### When this script is called, the corresponding launch string is printed to STDOUT. Therefore, feel free to modify and use such command directly. #### To view all arguments, run `ros2 launch drl_grasping evaluate.launch.py --show-args`. ## Enable testing dataset ros2 run drl_grasping dataset_set_test.bash 2> /dev/null ### Arguments ## Random seed to use for both the environment and agent (-1 for random) SEED="77" ## Robot to use during training ROBOT_MODEL="panda" # ROBOT_MODEL="lunalab_summit_xl_gen" ## ID of the environment ## Reach # ENV="Reach-Gazebo-v0" # ENV="Reach-ColorImage-Gazebo-v0" # ENV="Reach-DepthImage-Gazebo-v0" # ENV="Reach-Octree-Gazebo-v0" # ENV="Reach-OctreeWithIntensity-Gazebo-v0" # ENV="Reach-OctreeWithColor-Gazebo-v0" ## Grasp ENV="Grasp-Gazebo-v0" # ENV="Grasp-Octree-Gazebo-v0" # ENV="Grasp-OctreeWithIntensity-Gazebo-v0" # ENV="Grasp-OctreeWithColor-Gazebo-v0" ## GraspPlanetary # ENV="GraspPlanetary-Gazebo-v0" # ENV="GraspPlanetary-MonoImage-Gazebo-v0" # ENV="GraspPlanetary-ColorImage-Gazebo-v0" # ENV="GraspPlanetary-DepthImage-Gazebo-v0" # ENV="GraspPlanetary-DepthImageWithIntensity-Gazebo-v0" # ENV="GraspPlanetary-DepthImageWithColor-Gazebo-v0" # ENV="GraspPlanetary-Octree-Gazebo-v0" # ENV="GraspPlanetary-OctreeWithIntensity-Gazebo-v0" # ENV="GraspPlanetary-OctreeWithColor-Gazebo-v0" ## Selection of RL algorithm ALGO="sac" # ALGO="td3" # ALGO="tqc" ## Path to logs directory LOG_FOLDER="${PWD}/drl_grasping_training/train/${ENV}/logs" ## Path to reward log directory REWARD_LOG="${PWD}/drl_grasping_training/evaluate/${ENV}" ## Load checkpoint instead of last model (# steps) # LOAD_CHECKPOINT="0" ### Arguments LAUNCH_ARGS=( "seed:=${SEED}" "robot_model:=${ROBOT_MODEL}" "env:=${ENV}" "algo:=${ALGO}" "log_folder:=${LOG_FOLDER}" "reward_log:=${REWARD_LOG}" "stochastic:=false" "n_episodes:=200" "load_best:=false" "enable_rviz:=true" "log_level:=error" ) if [[ -n ${LOAD_CHECKPOINT} ]]; then LAUNCH_ARGS+=("load_checkpoint:=${LOAD_CHECKPOINT}") fi ### Launch script LAUNCH_CMD=( ros2 launch -a drl_grasping evaluate.launch.py "${LAUNCH_ARGS[*]}" ) echo -e "\033[1;30m${LAUNCH_CMD[*]}\033[0m" | xargs # shellcheck disable=SC2048 exec ${LAUNCH_CMD[*]}