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Frans A. Oliehoek
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Año
A Concise Introduction to Decentralized POMDPs
FA Oliehoek, C Amato
13982016
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
7172008
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
6332016
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
4242020
MDP homomorphic networks: Group symmetries in reinforcement learning
E van der Pol, D Worrall, H van Hoof, F Oliehoek, M Welling
Advances in Neural Information Processing Systems 33, 2020
1742020
Decentralized POMDPs
FA Oliehoek
Reinforcement Learning: State of the Art, 2012
1602012
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
1482008
Scalable Planning and Learning for Multiagent POMDPs: Extended Version
C Amato, FA Oliehoek
arXiv preprint arXiv:1404.1140, 2014
132*2014
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
1082017
Plannable Approximations to MDP Homomorphisms: Equivariance under Actions
E van der Pol, T Kipf, FA Oliehoek, M Welling
arXiv preprint arXiv:2002.11963, 2020
962020
Learning in POMDPs with Monte Carlo Tree Search
S Katt, FA Oliehoek, C Amato
International Conference on Machine Learning, 1819-1827, 2017
942017
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
85*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
852013
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
772019
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
742013
Influence-Based Abstraction for Multiagent Systems
FA Oliehoek, SJ Witwicki, LP Kaelbling
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence …, 2012
682012
The Representational Capacity of Action-Value Networks for Multi-Agent Reinforcement Learning
J Castellini, FA Oliehoek, R Savani, S Whiteson
Proceedings of the 18th International Conference on Autonomous Agents and …, 2019
632019
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
632011
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
632011
Computing Convex Coverage Sets for Faster Multi-objective Coordination
DM Roijers, S Whiteson, FA Oliehoek
Journal of Artificial Intelligence Research 52, 399-443, 2015
612015
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Artículos 1–20