| Transfer learning for reinforcement learning domains: A survey ME Taylor, P Stone Journal of Machine Learning Research 10 (Jul), 1633-1685, 2009 | 1022 | 2009 |
| Transfer learning via inter-task mappings for temporal difference learning ME Taylor, P Stone, Y Liu Journal of Machine Learning Research 8 (Sep), 2125-2167, 2007 | 183 | 2007 |
| ESCAPES: evacuation simulation with children, authorities, parents, emotions, and social comparison J Tsai, N Fridman, E Bowring, M Brown, S Epstein, G Kaminka, S Marsella, ... The 10th International Conference on Autonomous Agents and Multiagent …, 2011 | 170 | 2011 |
| Cross-domain transfer for reinforcement learning ME Taylor, P Stone Proceedings of the 24th international conference on Machine learning, 879-886, 2007 | 156 | 2007 |
| Keepaway soccer: From machine learning testbed to benchmark P Stone, G Kuhlmann, ME Taylor, Y Liu RoboCup 2005: Robot Soccer World Cup IX, 93-105, 2006 | 153 | 2006 |
| Behavior transfer for value-function-based reinforcement learning ME Taylor, P Stone Proceedings of the fourth international joint conference on Autonomous …, 2005 | 114 | 2005 |
| Transfer via inter-task mappings in policy search reinforcement learning ME Taylor, S Whiteson, P Stone Proceedings of the 6th international joint conference on Autonomous agents …, 2007 | 113 | 2007 |
| Autonomous transfer for reinforcement learning ME Taylor, G Kuhlmann, P Stone Proceedings of the 7th international joint conference on Autonomous agents …, 2008 | 112 | 2008 |
| Comparing evolutionary and temporal difference methods in a reinforcement learning domain ME Taylor, S Whiteson, P Stone Proceedings of the 8th annual conference on Genetic and evolutionary …, 2006 | 109 | 2006 |
| Transferring instances for model-based reinforcement learning ME Taylor, N Jong, P Stone Machine Learning and Knowledge Discovery in Databases, 488-505, 2008 | 100 | 2008 |
| Online multi-task learning for policy gradient methods HB Ammar, E Eaton, P Ruvolo, M Taylor International Conference on Machine Learning, 1206-1214, 2014 | 96 | 2014 |
| Adaptive tile coding for value function approximation S Whiteson, ME Taylor, P Stone Computer Science Department, University of Texas at Austin, 2007 | 96 | 2007 |
| Integrating reinforcement learning with human demonstrations of varying ability ME Taylor, HB Suay, S Chernova The 10th International Conference on Autonomous Agents and Multiagent …, 2011 | 93 | 2011 |
| Reinforcement learning from demonstration through shaping T Brys, A Harutyunyan, HB Suay, S Chernova, ME Taylor, A Nowé Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015 | 80 | 2015 |
| Value functions for RL-based behavior transfer: A comparative study ME Taylor, P Stone, Y Liu AAAI 5, 880-885, 2005 | 77 | 2005 |
| Exploiting coordination locales in distributed POMDPs via social model shaping P Varakantham, J Kwak, ME Taylor, J Marecki, P Scerri, M Tambe Proc. of ICAPS, 2009 | 72 | 2009 |
| Teaching on a budget: Agents advising agents in reinforcement learning L Torrey, M Taylor Proceedings of the 2013 international conference on Autonomous agents and …, 2013 | 71 | 2013 |
| Empirical studies in action selection with reinforcement learning S Whiteson, ME Taylor, P Stone Adaptive Behavior 15 (1), 33-50, 2007 | 64 | 2007 |
| DCOPs meet the real world: Exploring unknown reward matrices with applications to mobile sensor networks M Jain, ME Taylor, M Tambe, M Yokoo Proceedings of the 21st international jont conference on Artifical …, 2009 | 61 | 2009 |
| Transfer learning for reinforcement learning on a physical robot S Barrett, ME Taylor, P Stone Ninth International Conference on Autonomous Agents and Multiagent Systems …, 2010 | 59 | 2010 |
Peter StoneProfessor of Computer Science, The University of Texas at AustinVerified email at cs.utexas.edu
