Shimon Whiteson

Cited by

	All	Since 2015
Citations	7785	6084
h-index	47	40
i10-index	109	95

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200520062007200820092010201120122013201420152016201720182019202031 28 98 120 163 169 210 191 284 326 438 479 603 1014 1527 1968

Co-authors

Jakob FoersterResearch Scientist, Facebook AI ResearchVerified email at fb.com
Gregory FarquharUniversity of OxfordVerified email at cs.ox.ac.uk
Peter StoneProfessor of Computer Science, The University of Texas at AustinVerified email at cs.utexas.edu
Frans A. OliehoekAssociate Professor at Delft University of TechnologyVerified email at tudelft.nl
Katja HofmannMicrosoft ResearchVerified email at microsoft.com
Diederik M. RoijersVrije Universiteit Brussel (VUB) & HU University of Applied Sciences UtrechtVerified email at ai.vub.ac.be
Nantas NardelliPhD Student, University of OxfordVerified email at robots.ox.ac.uk
Matthijs T. J. SpaanDelft University of TechnologyVerified email at tudelft.nl
Yannis AssaelResearch Scientist, Google DeepMindVerified email at google.com
Christian Schroeder de WittUniversity of OxfordVerified email at robots.ox.ac.uk
Kyriacos ShiarlisWaymoVerified email at google.com
Nando de FreitasCIFAR & DeepMindVerified email at google.com
Philip TorrProfessor, University of OxfordVerified email at eng.ox.ac.uk
Matthew E. TaylorAssociate Professor, University of AlbertaVerified email at ualberta.ca
Vitaly KurinMachine Learning PhD student at the University of Oxford, Whiteson Research labVerified email at eng.ox.ac.uk
Wendelin BöhmerAlgorithmics Group, Delft University of TechnologyVerified email at tudelft.nl
Maximilian IglUniversity of OxfordVerified email at eng.ox.ac.uk
Tabish RashidUniversity of OxfordVerified email at cs.ox.ac.uk
Tim RocktäschelResearch Scientist at Facebook AI Research, Lecturer at University College LondonVerified email at cs.ucl.ac.uk
Anne SchuthHead of News Personalisation - DPG MediaVerified email at dpgmedia.nl

Shimon Whiteson

Professor of Computer Science, University of Oxford / Head of Research, Waymo UK

Verified email at cs.ox.ac.uk - Homepage

Artificial Intelligence Machine Learning Reinforcement Learning Decision-Theoretic Planning


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Learning to communicate with deep multi-agent reinforcement learning J Foerster, IA Assael, N De Freitas, S Whiteson Advances in neural information processing systems, 2137-2145, 2016	646	2016
Counterfactual multi-agent policy gradients J Foerster, G Farquhar, T Afouras, N Nardelli, S Whiteson arXiv preprint arXiv:1705.08926, 2017	516	2017
A survey of multi-objective sequential decision-making DM Roijers, P Vamplew, S Whiteson, R Dazeley Journal of Artificial Intelligence Research 48, 67-113, 2014	337	2014
Evolutionary Function Approximation for Reinforcement Learning S Whiteson, P Stone Journal of Machine Learning Research 7, 877-917, 2006	312	2006
Stabilising experience replay for deep multi-agent reinforcement learning J Foerster, N Nardelli, G Farquhar, T Afouras, PHS Torr, P Kohli, ... arXiv preprint arXiv:1702.08887, 2017	296	2017
QMIX: Monotonic value function factorisation for deep multi-agent reinforcement learning T Rashid, M Samvelyan, CS De Witt, G Farquhar, J Foerster, S Whiteson arXiv preprint arXiv:1803.11485, 2018	257	2018
Learning with opponent-learning awareness JN Foerster, RY Chen, M Al-Shedivat, S Whiteson, P Abbeel, I Mordatch arXiv preprint arXiv:1709.04326, 2017	216	2017
Multiagent reinforcement learning for urban traffic control using coordination graphs L Kuyer, S Whiteson, B Bakker, N Vlassis Joint European Conference on Machine Learning and Knowledge Discovery in …, 2008	177	2008
Lipnet: End-to-end sentence-level lipreading YM Assael, B Shillingford, S Whiteson, N De Freitas arXiv preprint arXiv:1611.01599, 2016	148	2016
A theoretical and empirical analysis of Expected Sarsa H Van Seijen, H Van Hasselt, S Whiteson, M Wiering 2009 ieee symposium on adaptive dynamic programming and reinforcement …, 2009	133	2009
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	127	2007
Balancing exploration and exploitation in listwise and pairwise online learning to rank for information retrieval K Hofmann, S Whiteson, M de Rijke Information Retrieval 16 (1), 63-90, 2013	124	2013
Automatic feature selection in neuroevolution S Whiteson, P Stone, KO Stanley, R Miikkulainen, N Kohl Proceedings of the 7th annual conference on Genetic and evolutionary …, 2005	123	2005
Exploiting locality of interaction in factored Dec-POMDPs FA Oliehoek, MTJ Spaan, N Vlassis, S Whiteson Int. Joint Conf. on Autonomous Agents and Multi-Agent Systems, 517-524, 2008	122	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
Evolving soccer keepaway players through task decomposition S Whiteson, N Kohl, R Miikkulainen, P Stone Machine Learning 59 (1-2), 5-30, 2005	116	2005
A probabilistic method for inferring preferences from clicks K Hofmann, S Whiteson, M De Rijke Proceedings of the 20th ACM international conference on Information and …, 2011	113	2011
Lipnet: Sentence-level lipreading YM Assael, B Shillingford, S Whiteson, N de Freitas arXiv preprint arXiv:1611.01599 2 (8), 2016	108	2016
Adaptive tile coding for value function approximation S Whiteson	106	2007
Reusing historical interaction data for faster online learning to rank for IR K Hofmann, A Schuth, S Whiteson, M De Rijke Proceedings of the sixth ACM international conference on Web search and data …, 2013	94	2013

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