עקוב אחר
Matthew E. Taylor
Matthew E. Taylor
Professor, University of Alberta
כתובת אימייל מאומתת בדומיין ualberta.ca - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Transfer learning for reinforcement learning domains: A survey.‏
ME Taylor, P Stone‏
Journal of Machine Learning Research 10 (7), 2009‏
24672009
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
798*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
6312020
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
3702017
Transfer Learning via Inter-Task Mappings for Temporal Difference Learning.‏
ME Taylor, P Stone, Y Liu‏
Journal of Machine Learning Research 8 (9), 2007‏
3482007
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
3062015
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
2632011
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
2552013
Cross-domain transfer for reinforcement learning‏
ME Taylor, P Stone‏
Proceedings of the 24th international conference on Machine learning, 879-886, 2007‏
2522007
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
2102011
Online multi-task learning for policy gradient methods‏
HB Ammar, E Eaton, P Ruvolo, ME Taylor‏
International conference on machine learning, 1206-1214, 2014‏
1982014
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
1862006
Autonomous transfer for reinforcement learning.‏
ME Taylor, G Kuhlmann, P Stone‏
AAMAS (1), 283-290, 2008‏
1722008
Behavior transfer for value-function-based reinforcement learning‏
ME Taylor, P Stone‏
Proceedings of the fourth international joint conference on Autonomous …, 2005‏
1652005
Transferring instances for model-based reinforcement learning‏
ME Taylor, N Jong, P Stone‏
Machine Learning and Knowledge Discovery in Databases, 488-505, 2008‏
1562008
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
1542011
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
1442007
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
1442006
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
1382019
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
1332016
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מאמרים 1–20