| Transfer learning for reinforcement learning domains: A survey. ME Taylor, P Stone Journal of Machine Learning Research 10 (7), 2009 | 2440 | 2009 |
| A survey and critique of multiagent deep reinforcement learning P Hernandez-Leal, B Kartal, ME Taylor Autonomous Agents and Multi-Agent Systems 33 (6), 750-797, 2019 | 778* | 2019 |
| Curriculum Learning for Reinforcement Learning Domains: A Framework and Survey S Narvekar, B Peng, M Leonetti, J Sinapov, ME Taylor, P Stone Journal of Machine Learning Research 21, 1--50, 2020 | 599 | 2020 |
| Interactive learning from policy-dependent human feedback J MacGlashan, MK Ho, R Loftin, B Peng, D Roberts, ME Taylor, ... 34th International Conference on Machine Learning (ICML-17), 2285-2294, 2017 | 364 | 2017 |
| Transfer Learning via Inter-Task Mappings for Temporal Difference Learning. ME Taylor, P Stone, Y Liu Journal of Machine Learning Research 8 (9), 2007 | 340 | 2007 |
| 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 | 299 | 2015 |
| ESCAPES: evacuation simulation with children, authorities, parents, emotions, and social comparison. J Tsai, N Fridman, E Bowring, M Brown, S Epstein, GA Kaminka, ... AAMAS, 457-464, 2011 | 258 | 2011 |
| Teaching on a budget: Agents advising agents in reinforcement learning L Torrey, ME Taylor Proceedings of the 2013 international conference on Autonomous agents and …, 2013 | 252 | 2013 |
| Cross-domain transfer for reinforcement learning ME Taylor, P Stone Proceedings of the 24th international conference on Machine learning, 879-886, 2007 | 252 | 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 | 207 | 2011 |
| Online multi-task learning for policy gradient methods HB Ammar, E Eaton, P Ruvolo, ME Taylor International conference on machine learning, 1206-1214, 2014 | 196 | 2014 |
| 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 | 185 | 2006 |
| Autonomous transfer for reinforcement learning. ME Taylor, G Kuhlmann, P Stone AAMAS (1), 283-290, 2008 | 170 | 2008 |
| Behavior transfer for value-function-based reinforcement learning ME Taylor, P Stone Proceedings of the fourth international joint conference on Autonomous …, 2005 | 166 | 2005 |
| Transferring instances for model-based reinforcement learning ME Taylor, N Jong, P Stone Machine Learning and Knowledge Discovery in Databases, 488-505, 2008 | 161 | 2008 |
| Protecting against evaluation overfitting in empirical reinforcement learning S Whiteson, B Tanner, ME Taylor, P Stone 2011 IEEE symposium on adaptive dynamic programming and reinforcement …, 2011 | 154 | 2011 |
| 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 | 144 | 2007 |
| 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 | 142 | 2006 |
| Robot-enabled support of daily activities in smart home environments G Wilson, C Pereyda, N Raghunath, G de la Cruz, S Goel, S Nesaei, ... Cognitive Systems Research 54, 258-272, 2019 | 138 | 2019 |
| Learning behaviors via human-delivered discrete feedback: modeling implicit feedback strategies to speed up learning R Loftin, B Peng, J MacGlashan, ML Littman, ME Taylor, J Huang, ... Autonomous agents and multi-agent systems 30, 30-59, 2016 | 133 | 2016 |
Peter StoneProfessor of Computer Science, The University of Texas at Austin在 cs.utexas.edu 的電子郵件地址已通過驗證
