Matthew E. Taylor - Google Scholar Citations

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Citations	5017	3158
h-index	34	27
i10-index	79	64

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Peter StoneProfessor of Computer Science, The University of Texas at AustinVerified email at cs.utexas.edu
Milind TambeDirector CRCS Center & CS Professor @Harvard; Director "AI for Social Good" @Google Research IndiaVerified email at harvard.edu
Bei PengPostdoctoral Researcher, University of OxfordVerified email at cs.ox.ac.uk
Tim BrysVrije Universiteit BrusselVerified email at vub.ac.be
Pablo Hernandez-LealResearcher - Borealis AIVerified email at borealisai.com
Shimon WhitesonProfessor of Computer Science, University of OxfordVerified email at cs.ox.ac.uk
Robert LoftinPhD Student, North Carolina State UniversityVerified email at ncsu.edu
Michael LittmanBrown UniversityVerified email at brown.edu
David L. RobertsAssociate Professor, Interim Director Digital Games Research center, North Carolina State UniversityVerified email at csc.ncsu.edu
James MacGlashanCogitaiVerified email at cogitai.com
Haitham Bou AmmarReinforcement Learning Team Leader @ Huawei LondonVerified email at huawei.com
Karl TuylsResearch Scientist, Google DeepMind and Professor of computer science, University of LiverpoolVerified email at google.com
Nowe AnnGewoon hoogleraarVerified email at vub.be
Sonia ChernovaAssociate Professor, Georgia Institute of TechnologyVerified email at cc.gatech.edu
Gabriel V. de la Cruz Jr.North Idaho CollegeVerified email at nic.edu
Bilal KartalMachine Learning Researcher, Borealis AIVerified email at cs.umn.edu
Jun-young KwakSenior Engineering Manager @TinderVerified email at gotinder.com
Bener SuayCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Eric EatonUniversity of PennsylvaniaVerified email at cis.upenn.edu
Yaxin LiuGoogleVerified email at google.com

Matthew E. Taylor

Principal Researcher at Borealis AI

Verified email at eecs.wsu.edu - Homepage

artificial intelligence intelligent agents multi-agent systems reinforcement learning robotics


Title	Cited by	Year
Transfer learning for reinforcement learning domains: A survey ME Taylor, P Stone Journal of Machine Learning Research 10 (Jul), 1633-1685, 2009	1088	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	195	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	177	2011
Cross-domain transfer for reinforcement learning ME Taylor, P Stone Proceedings of the 24th international conference on Machine learning, 879-886, 2007	159	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	158	2006
Autonomous transfer for reinforcement learning. ME Taylor, G Kuhlmann, P Stone AAMAS (1), 283-290, 2008	117	2008
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	116	2007
Behavior transfer for value-function-based reinforcement learning ME Taylor, P Stone Proceedings of the fourth international joint conference on Autonomous …, 2005	115	2005
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	111	2006
Transferring instances for model-based reinforcement learning ME Taylor, N Jong, P Stone Machine Learning and Knowledge Discovery in Databases, 488-505, 2008	106	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	102	2014
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	101	2011
Adaptive tile coding for value function approximation S Whiteson	94	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	87	2015
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	80	2013
Value functions for RL-based behavior transfer: A comparative study ME Taylor, P Stone, Y Liu AAAI 5, 880-885, 2005	80	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	73	2009
Empirical studies in action selection with reinforcement learning S Whiteson, ME Taylor, P Stone Adaptive Behavior 15 (1), 33-50, 2007	64	2007
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	63	2010
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	62	2009

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