Frans A. Oliehoek
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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
2332008
A Concise Introduction to Decentralized POMDPs
FA Oliehoek, C Amato
2312016
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
1512016
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
1302008
Decentralized POMDPs
FA Oliehoek
Reinforcement Learning: State of the Art, 2012
992012
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
722013
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
602013
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
582011
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
582011
Lossless clustering of histories in decentralized POMDPs
FA Oliehoek, S Whiteson, MTJ Spaan
Proceedings of The 8th International Conference on Autonomous Agents and …, 2009
502009
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
492008
The cross-entropy method for policy search in decentralized POMDPs
FA Oliehoek, JFP Kooij, N Vlassis
Informatica 32 (4), 341-357, 2008
472008
Influence-Based Abstraction for Multiagent Systems
FA Oliehoek, SJ Witwicki, LP Kaelbling
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence …, 2012
432012
Value-based Planning for Teams of Agents in Stochastic Partially Observable Environments
FA Oliehoek
Informatics Institute, University of Amsterdam, 2010
432010
Sufficient Plan-Time Statistics for Decentralized POMDPs
FA Oliehoek
Proceedings of the Twenty-Third International Joint Conference on Artificial …, 2013
392013
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
382017
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
382017
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
362010
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