Frans A. Oliehoek

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	All	Since 2016
Citations	2424	1557
h-index	28	21
i10-index	56	41

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Co-authors

Matthijs T. J. SpaanDelft University of TechnologyVerified email at tudelft.nl
Shimon WhitesonProfessor of Computer Science, University of Oxford / Head of Research, Waymo UKVerified email at cs.ox.ac.uk
Christopher AmatoAssistant Professor at Northeastern UniversityVerified email at ccs.neu.edu
Nikos VlassisSr Data Scientist, NetflixVerified email at netflix.com
Diederik M. RoijersVrije Universiteit Brussel (VUB) & HU University of Applied Sciences UtrechtVerified email at ai.vub.ac.be
Karl TuylsResearch Scientist, Google DeepMind and Professor of computer science, University of LiverpoolVerified email at google.com
Elise van der PolUniversity of AmsterdamVerified email at uva.nl
Yash SatsangiTilburg UniversityVerified email at tilburguniversity.edu
Stefan WitwickiAlliance Innovation Lab Silicon ValleyVerified email at nissan-usa.com
Jie ZhangAssociate Professor, Computer Science and Engineering, NTU, SingaporeVerified email at ntu.edu.sg
Joris ScharpffDelft University of TechnologyVerified email at tudelft.nl
Mathijs de WeerdtAssociate Professor of Computer Science, Delft University of TechnologyVerified email at tudelft.nl
Rahul SavaniProfessor of Computer Science, University of LiverpoolVerified email at liverpool.ac.uk
Leslie KaelblingVerified email at csail.mit.edu
Athirai A. IrissappaneAssistant Professor, University of Washington (Tacoma)Verified email at uw.edu
Sammie KattNortheastern UniversityVerified email at husky.neu.edu
João MessiasLatent LogicVerified email at latentlogic.com
Bijan Ranjbar-SahraeiFreelance Data ScientistVerified email at mydataexpert.nl
Toon CaldersUniversity of AntwerpVerified email at uantwerpen.be
Julia EfremovaTechnical University of EindhovenVerified email at tue.nl

Frans A. Oliehoek

Associate Professor at Delft University of Technology

Verified email at tudelft.nl - Homepage

artificial intelligence multiagent systems machine learning reinforcement learning decision-theoretic planning


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Optimal and approximate Q-value functions for decentralized POMDPs FA Oliehoek, MTJ Spaan, N Vlassis Journal of Artificial Intelligence Research 32 (1), 289-353, 2008	229	2008
A Concise Introduction to Decentralized POMDPs FA Oliehoek, C Amato	215	2016
Coordinated Deep Reinforcement Learners for Traffic Light Control E van der Pol, FA Oliehoek NIPS WS: Learning, Inference and Control of Multi-Agent Systems, 2016	145	2016
Exploiting locality of interaction in factored Dec-POMDPs FA Oliehoek, MTJ Spaan, S Whiteson, N Vlassis Proceedings of the 7th international conference on Autonomous agents and …, 2008	130	2008
Decentralized POMDPs FA Oliehoek Reinforcement Learning: State of the Art, 2012	97	2012
Scalable Planning and Learning for Multiagent POMDPs: Extended Version C Amato, FA Oliehoek arXiv preprint arXiv:1404.1140, 2014	79*	2014
Approximate Solutions for Factored Dec-POMDPs with Many Agents---Extended Abstract F Oliehoek, S Whiteson, M Spaan BNAIC 2013: Proceedings of the Twenty-Fifth Benelux Conference on Artificial …, 2013	72*	2013
Approximate Solutions for Factored Dec-POMDPs with Many Agents FA Oliehoek, S Whiteson, MTJ Spaan Proceedings of the Twelfth International Joint Conference on Autonomous …, 2013	72	2013
Incremental Clustering and Expansion for Faster Optimal Planning in Decentralized POMDPs. FA Oliehoek, MTJ Spaan, C Amato, S Whiteson Journal of Artificial Intelligence Research 46 (1), 2013	60	2013
Scaling up optimal heuristic search in Dec-POMDPs via incremental expansion MTJ Spaan, FA Oliehoek, C Amato Proceedings of the Twenty-Second international joint conference on …, 2011	58	2011
Scaling up optimal heuristic search in Dec-POMDPs via incremental expansion MTJ Spaan, FA Oliehoek, C Amato Multi-agent Sequential Decision Making in Uncertain Domains, 2011	58	2011
Lossless clustering of histories in decentralized POMDPs FA Oliehoek, S Whiteson, MTJ Spaan Proceedings of The 8th International Conference on Autonomous Agents and …, 2009	49	2009
Multiagent planning under uncertainty with stochastic communication delays MTJ Spaan, FA Oliehoek, N Vlassis Proc. of The International Conference on Automated Planning and Scheduling …, 2008	48	2008
The cross-entropy method for policy search in decentralized POMDPs FA Oliehoek, JFP Kooij, N Vlassis Informatica 32 (4), 341-357, 2008	47	2008
Influence-Based Abstraction for Multiagent Systems FA Oliehoek, SJ Witwicki, LP Kaelbling Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence …, 2012	43	2012
Value-based Planning for Teams of Agents in Stochastic Partially Observable Environments FA Oliehoek Informatics Institute, University of Amsterdam, 2010	43	2010
Sufficient Plan-Time Statistics for Decentralized POMDPs FA Oliehoek Proceedings of the Twenty-Third International Joint Conference on Artificial …, 2013	39	2013
Maximizing the Probability of Arriving on Time: A Practical Q-Learning Method Z Cao, H Guo, J Zhang, F Oliehoek, U Fastenrath Proceedings of the 31th AAAI Conference on Artificial Intelligence (AAAI), 2017	36	2017
Decentralised Online Planning for Multi-Robot Warehouse Commissioning D Claes, F Oliehoek, H Baier, K Tuyls Proceedings of the 16th Conference on Autonomous Agents and MultiAgent …, 2017	35	2017
Heuristic search for identical payoff Bayesian games FA Oliehoek, MTJ Spaan, JS Dibangoye, C Amato Proceedings of the 9th International Conference on Autonomous Agents and …, 2010	35	2010

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