| Perseus: Randomized point-based value iteration for POMDPs MTJ Spaan, N Vlassis Journal of artificial intelligence research 24, 195-220, 2005 | 714 | 2005 |
| 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 | 257 | 2006 |
| Optimal and approximate Q-value functions for decentralized POMDPs FA Oliehoek, MTJ Spaan, N Vlassis Journal of Artificial Intelligence Research 32, 289-353, 2008 | 187 | 2008 |
| A point-based POMDP algorithm for robot planning MTJ Spaan, N Vlassis Robotics and Automation, 2004. Proceedings. ICRA'04. 2004 IEEE International …, 2004 | 162 | 2004 |
| Non-communicative multi-robot coordination in dynamic environments JR Kok, MTJ Spaan, N Vlassis Robotics and Autonomous Systems 50 (2-3), 99-114, 2005 | 116 | 2005 |
| 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 | 114 | 2008 |
| Partially observable Markov decision processes MTJ Spaan Reinforcement Learning, 387-414, 2012 | 110 | 2012 |
| 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 | 105 | 2013 |
| 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 | 94* | 2008 |
| Multi-robot decision making using coordination graphs JR Kok, MTJ Spaan, N Vlassis Proceedings of the 11th International Conference on Advanced Robotics, ICAR …, 2003 | 88 | 2003 |
| 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 | 64 | 2006 |
| Approximate solutions for factored Dec-POMDPs with many agents. FA Oliehoek, S Whiteson, MTJ Spaan AAMAS, 563-570, 2013 | 63 | 2013 |
| 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 | 59 | 2009 |
| Cooperative active perception using POMDPs MTJ Spaan AAAI 2008 workshop on advancements in POMDP solvers, 2008 | 57 | 2008 |
| 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 | 56 | 2011 |
| Traffic flow optimization: A reinforcement learning approach E Walraven, MTJ Spaan, B Bakker Engineering Applications of Artificial Intelligence 52, 203-212, 2016 | 55 | 2016 |
| Decentralized sensor fusion for ubiquitous networking robotics in urban areas A Sanfeliu, J Andrade-Cetto, M Barbosa, R Bowden, J Capitán, ... Sensors 10 (3), 2274-2314, 2010 | 54 | 2010 |
| 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 | 53 | 2013 |
| Robot planning in partially observable continuous domains JM Porta, MTJ Spaan, N Vlassis Proc. Robotics: Science and Systems, 217-224, 2005 | 49 | 2005 |
| Multiagent Planning Under Uncertainty with Stochastic Communication Delays. MTJ Spaan, FA Oliehoek, NA Vlassis Proc. of Int. Conf. on Automated Planning and Scheduling 8, 338-345, 2008 | 47 | 2008 |
Nikos VlassisSr Data Scientist, NetflixEmail confirmado em netflix.com
