Matthew E. Taylor

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Peter StoneProfessor of Computer Science, The University of Texas at AustinVerified email at cs.utexas.edu
Pablo Hernandez-LealResearcher - Borealis AIVerified email at borealisai.com
Milind TambeDirector CRCS Center @Harvard; Director "AI for Social Good" @Google India ResearchVerified email at harvard.edu
Bei PengLecturer (Assistant Professor), University of LiverpoolVerified email at liverpool.ac.uk
Tim BrysAction Research AssociatesVerified email at actionresearchassociates.org
Bilal KartalNVIDIAVerified email at nvidia.com
Robert LoftinPost-Doc, TU DelftVerified 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
Shimon WhitesonProfessor of Computer Science, University of Oxford / Head of Research, Waymo UKVerified email at cs.ox.ac.uk
Haitham Bou-AmmarReinforcement Learning Team Leader @ Huawei London & H. Assistant Professor @ UCLVerified email at huawei.com
James MacGlashanSony AIVerified email at sony.com
Nowe AnnGewoon hoogleraarVerified email at vub.be
Gabriel V. de la Cruz Jr.Idaho Forest GroupVerified email at ifg.com
Karl TuylsResearch Scientist, Google DeepMind and Professor of computer science, University of LiverpoolVerified email at google.com
Sonia ChernovaAssociate Professor, Georgia Institute of TechnologyVerified email at cc.gatech.edu
Yunshu DuSony AI | Ph.D. Computer ScienceVerified email at sony.com
Bener SuayLead Robotics Engineer, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Yaxin LiuGoogleVerified email at google.com
Anestis FachantidisPostdoctoral ResearcherVerified email at csd.auth.gr

Matthew E. Taylor

Associate Professor, University of Alberta

Verified email at ualberta.ca - Homepage

artificial intelligence intelligent agents multi-agent systems reinforcement learning robotics


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Transfer learning for reinforcement learning domains: A survey. ME Taylor, P Stone Journal of Machine Learning Research 10 (7), 2009	1606	2009
Transfer Learning via Inter-Task Mappings for Temporal Difference Learning. ME Taylor, P Stone, Y Liu Journal of Machine Learning Research 8 (9), 2007	258	2007
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	248*	2019
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	213	2011
Cross-domain transfer for reinforcement learning ME Taylor, P Stone Proceedings of the 24th international conference on Machine learning, 879-886, 2007	212	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	172	2006
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	165	2015
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	146	2011
Online multi-task learning for policy gradient methods HB Ammar, E Eaton, P Ruvolo, ME Taylor International conference on machine learning, 1206-1214, 2014	142	2014
Autonomous transfer for reinforcement learning. ME Taylor, G Kuhlmann, P Stone AAMAS (1), 283-290, 2008	142	2008
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	140	2013
Behavior transfer for value-function-based reinforcement learning ME Taylor, P Stone Proceedings of the fourth international joint conference on Autonomous …, 2005	134	2005
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	133	2017
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	131	2007
Transferring instances for model-based reinforcement learning ME Taylor, N Jong, P Stone Machine Learning and Knowledge Discovery in Databases, 488-505, 2008	130	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	122	2006
Adaptive tile coding for value function approximation S Whiteson, ME Taylor, P Stone	114	2007
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	91	2009
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	88	2010
Value functions for RL-based behavior transfer: A comparative study ME Taylor, P Stone, Y Liu AAAI 5, 880-885, 2005	87	2005

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