Matthew E. Taylor
Matthew E. Taylor
Associate Professor, University of Alberta
Geverifieerd e-mailadres voor ualberta.ca - Homepage
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Transfer learning for reinforcement learning domains: A survey
ME Taylor, P Stone
Journal of Machine Learning Research 10 (Jul), 1633-1685, 2009
11502009
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
2092007
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
1782011
Cross-domain transfer for reinforcement learning
ME Taylor, P Stone
Proceedings of the 24th international conference on Machine learning, 879-886, 2007
1712007
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
1612006
Autonomous transfer for reinforcement learning.
ME Taylor, G Kuhlmann, P Stone
AAMAS (1), 283-290, 2008
1192008
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
1192007
Behavior transfer for value-function-based reinforcement learning
ME Taylor, P Stone
Proceedings of the fourth international joint conference on Autonomous …, 2005
1182005
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
1152006
Transferring instances for model-based reinforcement learning
ME Taylor, N Jong, P Stone
Machine Learning and Knowledge Discovery in Databases, 488-505, 2008
1112008
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
1082011
Online multi-task learning for policy gradient methods
HB Ammar, E Eaton, P Ruvolo, M Taylor
International conference on machine learning, 1206-1214, 2014
1072014
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
992015
Adaptive tile coding for value function approximation
S Whiteson
962007
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
882013
Value functions for RL-based behavior transfer: A comparative study
ME Taylor, P Stone, Y Liu
AAAI 5, 880-885, 2005
832005
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
732009
Interactive learning from policy-dependent human feedback
J MacGlashan, MK Ho, R Loftin, B Peng, G Wang, DL Roberts, ME Taylor, ...
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
682017
Empirical studies in action selection with reinforcement learning
S Whiteson, ME Taylor, P Stone
Adaptive Behavior 15 (1), 33-50, 2007
672007
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
652009
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