Influence-Based Policy Abstraction for Weakly-Coupled Dec-POMDPs. SJ Witwicki, EH Durfee ICAPS, 185-192, 2010 | 125* | 2010 |
Construction automation with autonomous mobile robots: A review H Ardiny, S Witwicki, F Mondada Robotics and Mechatronics (ICROM), 2015 3rd RSI International Conference on …, 2015 | 124 | 2015 |
Are autonomous mobile robots able to take over construction? A review H Ardiny, S Witwicki, F Mondada International Journal of Robotics, Theory and Applications 4 (3), 10-21, 2015 | 79 | 2015 |
Influence-Based Abstraction for Multiagent Systems FA Oliehoek, SJ Witwicki, LP Kaelbling Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence …, 2012 | 68 | 2012 |
Online decision-making for scalable autonomous systems KH Wray, SJ Witwicki, S Zilberstein Proceedings of the 26th International Joint Conference of Artificial …, 2017 | 64 | 2017 |
Learning to optimize autonomy in competence-aware systems C Basich, J Svegliato, KH Wray, S Witwicki, J Biswas, S Zilberstein arXiv preprint arXiv:2003.07745, 2020 | 46 | 2020 |
Autonomous Surveillance Robots: A Decision-Making Framework for Networked Muiltiagent Systems S Witwicki, JC Castillo, J Messias, J Capitan, FS Melo, PU Lima, M Veloso IEEE Robotics & Automation Magazine 24 (3), 52-64, 2017 | 40 | 2017 |
Towards a unifying characterization for quantifying weak coupling in Dec-POMDPs SJ Witwicki, EH Durfee The 10th International Conference on Autonomous Agents and Multiagent …, 2011 | 39 | 2011 |
QueryPOMDP: POMDP-Based Communication in Multiagent Systems F Melo, M Spaan, S Witwicki Multi-Agent Systems, 189-204, 2012 | 38 | 2012 |
Belief space metareasoning for exception recovery J Svegliato, KH Wray, SJ Witwicki, J Biswas, S Zilberstein 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2019 | 37 | 2019 |
Commitment-based service coordination SJ Witwicki, EH Durfee International Journal of Agent-Oriented Software Engineering 3 (1), 59-87, 2009 | 30 | 2009 |
Cooperating unmanned vehicles R Chalmers, D Scheidt, T Neighoff, S Witwicki, R Bamberger AIAA 1st Intelligent Systems Technical Conference, 6252, 2004 | 30 | 2004 |
Abstracting influences for efficient multiagent coordination under uncertainty SJ Witwicki University of Michigan, 2011 | 28 | 2011 |
A sufficient statistic for influence in structured multiagent environments F Oliehoek, S Witwicki, L Kaelbling Journal of Artificial Intelligence Research 70, 789-870, 2021 | 27 | 2021 |
Commitment-driven distributed joint policy search S Witwicki, E Durfee Proceedings of the 6th international joint conference on Autonomous agents …, 2007 | 27 | 2007 |
Autonomous exploration for radioactive hotspots localization taking account of sensor limitations H Ardiny, S Witwicki, F Mondada Sensors 19 (2), 292, 2019 | 24 | 2019 |
A Flexible Approach to Modeling Unpredictable Events in MDPs SJ Witwicki, FS Melo, J Capitán, MTJ Spaan Twenty-Third International Conference on Automated Planning and Scheduling, 2013 | 21 | 2013 |
POMDPs for Safe Visibility Reasoning in Autonomous Vehicles KH Wray, B Lange, A Jamgochian, SJ Witwicki, A Kobashi, ... 2021 IEEE International Conference on Intelligence and Safety for Robotics …, 2021 | 19 | 2021 |
Heuristic Search of Multiagent Influence Space SJ Witwicki, FA Oliehoek, LP Kaelbling | 19 | 2012 |
Improving competence for reliable autonomy C Basich, J Svegliato, KH Wray, SJ Witwicki, S Zilberstein arXiv preprint arXiv:2007.11740, 2020 | 13 | 2020 |