Matthew E. Taylor

Cited by

	All	Since 2016
Citations	6224	3901
h-index	39	31
i10-index	92	76

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2005200620072008200920102011201220132014201520162017201820192020202116 42 86 137 185 187 299 259 310 340 401 445 607 756 903 1157 17

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

Matthew E. Taylor

Associate Professor, University of Alberta

Verified email at ualberta.ca - Homepage

artificial intelligence intelligent agents multi-agent systems reinforcement learning robotics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Transfer learning for reinforcement learning domains: A survey. ME Taylor, P Stone Journal of Machine Learning Research 10 (7), 2009	1362	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	229	2007
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	198	2011
Cross-domain transfer for reinforcement learning ME Taylor, P Stone Proceedings of the 24th international conference on Machine learning, 879-886, 2007	183	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	169	2006
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	130*	2019
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	129	2015
Behavior transfer for value-function-based reinforcement learning ME Taylor, P Stone Proceedings of the fourth international joint conference on Autonomous …, 2005	129	2005
Autonomous transfer for reinforcement learning. ME Taylor, G Kuhlmann, P Stone AAMAS (1), 283-290, 2008	127	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	126	2007
Online multi-task learning for policy gradient methods HB Ammar, E Eaton, P Ruvolo, ME Taylor International conference on machine learning, 1206-1214, 2014	125	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	125	2011
Transferring instances for model-based reinforcement learning ME Taylor, N Jong, P Stone Machine Learning and Knowledge Discovery in Databases, 488-505, 2008	120	2008
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	118	2006
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	109	2013
Adaptive tile coding for value function approximation S Whiteson, ME Taylor, P Stone	108	2007
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	102	2017
Value functions for RL-based behavior transfer: A comparative study ME Taylor, P Stone, Y Liu AAAI 5, 880-885, 2005	88	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	77	2009
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	73	2016

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