@inproceedings{Kopitkov16icra_ws, author = {D. Kopitkov and V. Indelman}, title = {Computationally Efficient Active Inference in High-Dimensional State Spaces}, booktitle = {AI for Long-term Autonomy, workshop in conjunction with IEEE International Conference on Robotics and Automation (ICRA)}, year = 2016, month = "May", location = {Sweden}, pdf = "http://indelman.github.io/ANPL-Website/Publications/Kopitkov16icra_ws.pdf", poster = "http://indelman.github.io/ANPL-Website/Publications/Kopitkov16icra_ws_poster.pdf", researchtopic = {RAMDL}, } @inproceedings{Kopitkov16iros, author = {D. Kopitkov and V. Indelman}, title = {Computationally Efficient Decision Making Under Uncertainty in High-Dimensional State Spaces}, booktitle = "IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)", year = 2016, month = "October", location = {Daejeon, Korea}, pdf = "http://indelman.github.io/ANPL-Website/Publications/Kopitkov16iros.pdf", slides = "http://indelman.github.io/ANPL-Website/Publications/Kopitkov16iros_ppt.pdf", researchtopic = {RAMDL}, } @Article{Kopitkov17ral, author = {D. Kopitkov and V. Indelman}, title = {Computationally Efficient Belief Space Planning via Augmented Matrix Determinant Lemma and Re-Use of Calculations}, journal = {IEEE Robotics and Automation Letters (RA-L)}, year = 2017, pages = "506-513", volume = 2, number = 2, pdf = "http://indelman.github.io/ANPL-Website/Publications/Kopitkov17ral.pdf", supplementary = "http://indelman.github.io/ANPL-Website/Publications/Kopitkov17ral_Supplementary.pdf", url = "http://ieeexplore.ieee.org/document/7801141/", researchtopic = {RAMDL}, } @TechReport{Kopitkov17ral_Supplementary, author = {D. Kopitkov and V. Indelman}, title = {Computationally Efficient Belief Space Planning via Augmented Matrix Determinant Lemma and Re-Use of Calculations - Supplementary Material}, pdf = "http://indelman.github.io/ANPL-Website/Publications/Kopitkov17ral_Supplementary.pdf", institution = "Technion - Israel Institute of Technology", year = 2017, number = "ANPL-2017-01", researchtopic = {RAMDL}, } @InProceedings{Kopitkov17icra, author = {D. Kopitkov and V. Indelman}, title = {Computationally Efficient Belief Space Planning via Augmented Matrix Determinant Lemma and Re-Use of Calculations}, booktitle = "IEEE International Conference on Robotics and Automation (ICRA), submission via IEEE Robotics and Automation Letters (RA-L)", year = 2017, pdf = "http://indelman.github.io/ANPL-Website/Publications/Kopitkov17ral.pdf", supplementary = "http://indelman.github.io/ANPL-Website/Publications/Kopitkov17ral_Supplementary.pdf", slides = "http://indelman.github.io/ANPL-Website/Publications/Kopitkov17icra_ppt.pdf", month = "May", location = {Singapore}, researchtopic = {RAMDL}, } @Article{Kopitkov17ijrr, author = {D. Kopitkov and V. Indelman}, title = {No Belief Propagation Required: Belief Space Planning in High-Dimensional State Spaces via Factor Graphs, Matrix Determinant Lemma and Re-use of Calculation}, journal = "International Journal of Robotics Research", year = 2017, volume = 36, number = 10, pages = {1088-1130}, pdf = "http://indelman.github.io/ANPL-Website/Publications/Kopitkov17ijrr.pdf", doi = "10.1177/0278364917721629", url = "http://journals.sagepub.com/doi/10.1177/0278364917721629", researchtopic = {RAMDL, BeliefSpacePlanning}, } @TechReport{Kopitkov19arxiv_b, author = {D. Kopitkov and V. Indelman}, title = {General Purpose Incremental Covariance Update and Efficient Belief Space Planning via Factor-Graph Propagation Action Tree}, year = 2019, arxiv = "https://arxiv.org/abs/1906.02249", researchtopic = {RAMDL, BeliefSpacePlanning}, } @Article{Kopitkov19ijrr, author = {D. Kopitkov and V. Indelman}, title = {General Purpose Incremental Covariance Update and Efficient Belief Space Planning via Factor-Graph Propagation Action Tree}, journal = "International Journal of Robotics Research", pdf = "http://indelman.github.io/ANPL-Website/Publications/Kopitkov19ijrr.pdf", year = 2019, volume = 38, number = 14, pages = {1644-1673}, url = "https://journals.sagepub.com/doi/10.1177/0278364919875199", month = "September", researchtopic = {RAMDL, BeliefSpacePlanning}, } }