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Frans A. Oliehoek
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A Concise Introduction to Decentralized POMDPs
FA Oliehoek, C Amato
4852016
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
3492008
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
2842016
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
1412008
Decentralized POMDPs
FA Oliehoek
Reinforcement Learning: State of the Art, 2012
1232012
Scalable Planning and Learning for Multiagent POMDPs: Extended Version
C Amato, FA Oliehoek
arXiv preprint arXiv:1404.1140, 2014
101*2014
A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence
Z Akata, D Balliet, M de Rijke, F Dignum, V Dignum, G Eiben, A Fokkens, ...
Computer 53 (8), 18-28, 2020
832020
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
81*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
812013
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
662017
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
652013
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
592011
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
592011
Learning in POMDPs with Monte Carlo Tree Search
S Katt, FA Oliehoek, C Amato
International Conference on Machine Learning, 1819-1827, 2017
582017
Influence-Based Abstraction for Multiagent Systems
FA Oliehoek, SJ Witwicki, LP Kaelbling
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence …, 2012
532012
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
502017
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
502008
Learning from Demonstration in the Wild
F Behbahani, K Shiarlis, X Chen, V Kurin, S Kasewa, C Stirbu, J Gomes, ...
2019 International Conference on Robotics and Automation (ICRA), 775-781, 2019
492019
Value-based Planning for Teams of Agents in Stochastic Partially Observable Environments
FA Oliehoek
Informatics Institute, University of Amsterdam, 2010
492010
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