Shimon Whiteson
Shimon Whiteson
Professor of Computer Science, University of Oxford
Verified email at cs.ox.ac.uk - Homepage
TitleCited byYear
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
3572016
Evolutionary Function Approximation for Reinforcement Learning
S Whiteson, P Stone
Journal of Machine Learning Research 7, 877-917, 2006
2932006
Counterfactual multi-agent policy gradients
JN Foerster, G Farquhar, T Afouras, N Nardelli, S Whiteson
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2552018
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
2422014
Lipnet: End-to-end sentence-level lipreading
YM Assael, B Shillingford, S Whiteson, N De Freitas
arXiv preprint arXiv:1611.01599, 2016
1712016
Stabilising experience replay for deep multi-agent reinforcement learning
J Foerster, N Nardelli, G Farquhar, T Afouras, PHS Torr, P Kohli, ...
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
1692017
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
1292008
Learning with opponent-learning awareness
J Foerster, RY Chen, M Al-Shedivat, S Whiteson, P Abbeel, I Mordatch
Proceedings of the 17th International Conference on Autonomous Agents and …, 2018
1272018
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
1152005
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
1132007
Evolving soccer keepaway players through task decomposition
S Whiteson, N Kohl, R Miikkulainen, P Stone
Machine Learning 59 (1-2), 5-30, 2005
1102005
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
1092006
Exploiting locality of interaction in factored Dec-POMDPs
FA Oliehoek, MTJ Spaan, S Whiteson, N Vlassis
Proceedings of the 7th international joint conference on Autonomous agents …, 2008
1062008
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
1012013
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
1002011
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
992018
Adaptive tile coding for value function approximation
S Whiteson, ME Taylor, P Stone
Computer Science Department, University of Texas at Austin, 2007
972007
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
962009
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
732013
Relative Upper Confidence Bound for the K-Armed Dueling Bandit Problem
M Zoghi, S Whiteson, R Munos, M de Rijke
ICML 2014: Proceedings of the Thirty-First International Conference on …, 2014
692014
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