| Multiagent systems: A survey from a machine learning perspective P Stone, M Veloso Autonomous Robots 8 (3), 345-383, 2000 | 1694 | 2000 |
| Transfer learning for reinforcement learning domains: A survey. ME Taylor, P Stone Journal of Machine Learning Research 10 (7), 2009 | 1390 | 2009 |
| A multiagent approach to autonomous intersection management K Dresner, P Stone Journal of artificial intelligence research 31, 591-656, 2008 | 960 | 2008 |
| Deep recurrent q-learning for partially observable mdps M Hausknecht, P Stone arXiv preprint arXiv:1507.06527, 2015 | 842 | 2015 |
| Policy gradient reinforcement learning for fast quadrupedal locomotion N Kohl, P Stone IEEE International Conference on Robotics and Automation, 2004. Proceedings …, 2004 | 781 | 2004 |
| Layered learning in multiagent systems: A winning approach to robotic soccer P Stone MIT Press, 2000 | 778 | 2000 |
| Keeney, RL &Raiffa, H. Decisions with Multiple Objectives: Preferences and Value Tradeoffs NK Jong, P Stone In Proceedings of the ICML-06 Workshop on Kernel Methods in Reinforcement …, 1976 | 657 | 1976 |
| Task decomposition, dynamic role assignment, and low-bandwidth communication for real-time strategic teamwork P Stone, M Veloso Artificial Intelligence 110 (2), 241-273, 1999 | 608 | 1999 |
| Multiagent traffic management: A reservation-based intersection control mechanism K Dresner, P Stone Autonomous Agents and Multiagent Systems, International Joint Conference on …, 2004 | 586 | 2004 |
| Reinforcement learning for robocup soccer keepaway P Stone, RS Sutton, G Kuhlmann Adaptive Behavior 13 (3), 165-188, 2005 | 542 | 2005 |
| The RoboCup synthetic agent challenge 97 H Kitano, M Tambe, P Stone, M Veloso, S Coradeschi, E Osawa, ... Robot Soccer World Cup, 62-73, 1997 | 468 | 1997 |
| Interactively shaping agents via human reinforcement: The TAMER framework WB Knox, P Stone Proceedings of the fifth international conference on Knowledge capture, 9-16, 2009 | 343 | 2009 |
| Evolutionary function approximation for reinforcement learning S Whiteson Journal of Machine Learning Research 7, 2006 | 317 | 2006 |
| Multiagent traffic management: An improved intersection control mechanism K Dresner, P Stone Proceedings of the fourth international joint conference on Autonomous …, 2005 | 308 | 2005 |
| Scaling reinforcement learning toward RoboCup soccer P Stone, RS Sutton Icml 1, 537-544, 2001 | 273 | 2001 |
| Ad hoc autonomous agent teams: Collaboration without pre-coordination P Stone, G Kaminka, S Kraus, J Rosenschein Proceedings of the AAAI Conference on Artificial Intelligence 24 (1), 2010 | 253 | 2010 |
| PAC Subset Selection in Stochastic Multi-armed Bandits. S Kalyanakrishnan, A Tewari, P Auer, P Stone ICML 12, 655-662, 2012 | 244 | 2012 |
| Transfer Learning via Inter-Task Mappings for Temporal Difference Learning. ME Taylor, P Stone, Y Liu Journal of Machine Learning Research 8 (9), 2007 | 235 | 2007 |
| Layered approach to learning client behaviors in the robocup soccer server P Stone, M Veloso Applied Artificial Intelligence 12 (2-3), 165-188, 1998 | 233 | 1998 |
| Layered learning P Stone, M Veloso European Conference on Machine Learning, 369-381, 2000 | 221 | 2000 |
Manuela M. VelosoHerbert A. Simon University Professor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
