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Matthijs T. J. Spaan
Matthijs T. J. Spaan
Delft University of Technology
Adresse e-mail validée de tudelft.nl - Page d'accueil
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Perseus: Randomized point-based value iteration for POMDPs
MTJ Spaan, N Vlassis
Journal of artificial intelligence research 24, 195-220, 2005
9392005
Optimal and approximate Q-value functions for decentralized POMDPs
FA Oliehoek, MTJ Spaan, N Vlassis
Journal of Artificial Intelligence Research 32, 289-353, 2008
7252008
Partially observable Markov decision processes
MTJ Spaan
Reinforcement learning: State-of-the-art, 387-414, 2012
4732012
Point-based value iteration for continuous POMDPs
JM Porta, N Vlassis, MTJ Spaan, P Poupart
Journal of Machine Learning Research 7 (Nov), 2329-2367, 2006
3332006
Traffic flow optimization: A reinforcement learning approach
E Walraven, MTJ Spaan, B Bakker
Engineering Applications of Artificial Intelligence 52, 203-212, 2016
2172016
A point-based POMDP algorithm for robot planning
MTJ Spaan, N Vlassis
Robotics and Automation, 2004. Proceedings. ICRA'04. 2004 IEEE International …, 2004
1952004
Decentralized multi-robot cooperation with auctioned POMDPs
J Capitan, MTJ Spaan, L Merino, A Ollero
The International Journal of Robotics Research 32 (6), 650-671, 2013
1742013
WCSAC: Worst-case soft actor critic for safety-constrained reinforcement learning
Q Yang, TD Simão, SH Tindemans, MTJ Spaan
Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 10639 …, 2021
1552021
Exploiting locality of interaction in factored Dec-POMDPs
FA Oliehoek, MTJ Spaan, S Whiteson, N Vlassis
Proc. of Int. Conference on Autonomous Agents and Multi Agent Systems, 517-524, 2008
1462008
Non-communicative multi-robot coordination in dynamic environments
JR Kok, MTJ Spaan, N Vlassis
Robotics and Autonomous Systems 50 (2-3), 99-114, 2005
1352005
Interaction-driven Markov games for decentralized multiagent planning under uncertainty
MTJ Spaan, FS Melo
Proc. of Int. Conference on Autonomous Agents and Multi Agent Systems, 525-532, 2008
1092008
Multi-robot decision making using coordination graphs
JR Kok, MTJ Spaan, N Vlassis
Proceedings of the 11th international conference on advanced robotics, ICAR …, 2003
1062003
Decision-theoretic planning under uncertainty with information rewards for active cooperative perception
MTJ Spaan, TS Veiga, PU Lima
Autonomous Agents and Multi-Agent Systems 29, 1157-1185, 2015
952015
Decentralized planning under uncertainty for teams of communicating agents
MTJ Spaan, GJ Gordon, N Vlassis
Proc. of Int. Conference on Autonomous Agents and Multi Agent Systems, 249-256, 2006
862006
Approximate solutions for factored Dec-POMDPs with many agents.
FA Oliehoek, S Whiteson, MTJ Spaan
AAMAS, 563-570, 2013
852013
A Decision-Theoretic Approach to Dynamic Sensor Selection in Camera Networks.
MTJ Spaan, PU Lima
Int. Conf. on Automated Planning and Scheduling, 279–304, 2009
822009
Cooperative active perception using POMDPs
MTJ Spaan
AAAI 2008 workshop on advancements in POMDP solvers, 2008
792008
Incremental clustering and expansion for faster optimal planning in Dec-POMDPs
FA Oliehoek, MTJ Spaan, C Amato, S Whiteson
Journal of Artificial Intelligence Research 46, 449–509, 2013
692013
Scaling up optimal heuristic search in Dec-POMDPs via incremental expansion
MTJ Spaan, FA Oliehoek, C Amato
Proc. of International Joint Conference on Artificial Intelligence, 2027–2032, 2011
632011
Accelerated vector pruning for optimal POMDP solvers
E Walraven, M Spaan
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
612017
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