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Matthew E. Taylor
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Year
Transfer learning for reinforcement learning domains: A survey.
ME Taylor, P Stone
Journal of Machine Learning Research 10 (7), 2009
17642009
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
355*2019
Transfer Learning via Inter-Task Mappings for Temporal Difference Learning.
ME Taylor, P Stone, Y Liu
Journal of Machine Learning Research 8 (9), 2007
2672007
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
2272011
Cross-domain transfer for reinforcement learning
ME Taylor, P Stone
Proceedings of the 24th international conference on Machine learning, 879-886, 2007
2142007
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
1962015
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
1732006
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
1642017
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
1622013
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
1602011
Online multi-task learning for policy gradient methods
HB Ammar, E Eaton, P Ruvolo, ME Taylor
International conference on machine learning, 1206-1214, 2014
1502014
Autonomous transfer for reinforcement learning.
ME Taylor, G Kuhlmann, P Stone
AAMAS (1), 283-290, 2008
1482008
Behavior transfer for value-function-based reinforcement learning
ME Taylor, P Stone
Proceedings of the fourth international joint conference on Autonomous …, 2005
1432005
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
1372020
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
1342007
Transferring instances for model-based reinforcement learning
ME Taylor, N Jong, P Stone
Machine Learning and Knowledge Discovery in Databases, 488-505, 2008
1322008
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
1242006
Adaptive tile coding for value function approximation
S Whiteson, ME Taylor, P Stone
1192007
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
1012011
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 (1), 30-59, 2016
912016
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Articles 1–20