| Independent reinforcement learners in cooperative Markov games: a survey regarding coordination problems L Matignon, GJ Laurent, N Le Fort-Piat The Knowledge Engineering Review 27 (01), 1-31, 2012 | 118 | 2012 |
| Hysteretic q-learning: an algorithm for decentralized reinforcement learning in cooperative multi-agent teams L Matignon, GJ Laurent, L Fort-Piat Intelligent Robots and Systems, 2007. IROS 2007. IEEE/RSJ International …, 2007 | 94 | 2007 |
| Coordinated Multi-Robot Exploration Under Communication Constraints Using Decentralized Markov Decision Processes. L Matignon, L Jeanpierre, AI Mouaddib AAAI, 2012 | 61 | 2012 |
| Distributed control architecture for smart surfaces K Boutoustous, GJ Laurent, E Dedu, L Matignon, J Bourgeois, L Fort-Piat Intelligent Robots and Systems (IROS), 2010 IEEE/RSJ International …, 2010 | 39 | 2010 |
| Distributed value functions for multi-robot exploration L Matignon, L Jeanpierre, AI Mouaddib Robotics and Automation (ICRA), 2012 IEEE International Conference on, 1544-1550, 2012 | 36 | 2012 |
| Reward function and initial values: better choices for accelerated goal-directed reinforcement learning L Matignon, GJ Laurent, N Le Fort-Piat Artificial Neural Networks–ICANN 2006, 840-849, 2006 | 36 | 2006 |
| The world of independent learners is not markovian GJ Laurent, L Matignon, NL Fort-Piat International Journal of Knowledge-based and Intelligent Engineering Systems …, 2011 | 33 | 2011 |
| Designing decentralized controllers for distributed-air-jet mems-based micromanipulators by reinforcement learning L Matignon, GJ Laurent, N Le Fort-Piat, YA Chapuis Journal of intelligent & robotic systems 59 (2), 145-166, 2010 | 19 | 2010 |
| A Model for Verbal and Non-Verbal Human-Robot Collaboration. L Matignon, AB Karami, AI Mouaddib AAAI Fall Symposium: Dialog with Robots, 2010 | 14 | 2010 |
| A study of FMQ heuristic in cooperative multi-agent games. L Matignon, GJ Laurent, N Le Fort-Piat The 7th International Conference on Autonomous Agents and Multiagent Systems …, 2008 | 14 | 2008 |
| Improving reinforcement learning speed for robot control L Matignon, GJ Laurent, L Fort-Piat Intelligent Robots and Systems, 2006 IEEE/RSJ International Conference on …, 2006 | 12 | 2006 |
| Multi-robot simultaneous coverage and mapping of complex scene-comparison of different strategies L Matignon, O Simonin Proceedings of the 17th International Conference on Autonomous Agents and …, 2018 | 8 | 2018 |
| Multi-Robot Simultaneous Coverage and Mapping of Complex Scene L Matignon, O Simonin Proceedings of the 17th International Conference on Autonomous Agents and …, 2018 | 8* | 2018 |
| Design of semi-decentralized control laws for distributed-air-jet micromanipulators by reinforcement learning L Matignon, GJ Laurent, L Fort-Piat Intelligent Robots and Systems, 2009. IROS 2009. IEEE/RSJ International …, 2009 | 7 | 2009 |
| Coordination of independent learners in cooperative Markov games. L Matignon, GJ Laurent, N Le Fort-Piat | 7 | 2009 |
| Modeling Biological Agents Beyond the Reinforcement-learning Paradigm OL Georgeon, RC Casado, LA Matignon Procedia Computer Science 71, 17-22, 2015 | 5 | 2015 |
| Distributed value functions for multi-robot exploration: a position paper L Matignon, L Jeanpierre, AI Mouaddib Multi-Agent Sequential Decision Making in Uncertain Multi-Agent Domain (MSDM …, 2012 | 5 | 2012 |
| Distributed value functions for the coordination of decentralized decision makers L Matignon, L Jeanpierre, AI Mouaddib Proceedings of the 11th International Conference on Autonomous Agents and …, 2012 | 4 | 2012 |
| Distributed value functions for distributed decision makers coordination L Matignon, L Jeanpierre, AI Mouaddib International Joint Conference on Autonomous Agent and MultiAgent systems …, 2012 | 4* | 2012 |
| Context Aware Robot Architecture, Application to the RoboCup@ Home Challenge F Jumel, J Saraydaryan, R Leber, L Matignon, E Lombardi, C Wolf, ... RoboCup symposium, 2018 | 3 | 2018 |
