Publications
• Sorted by Date • Classified by Publication Type • Classified by Research Category •
Sorted by Date
• 2013 • 2012 • 2011 • 2010 • 2009 • 2008 • 2007 • 2006 • 2005 •
2013
- Christopher Amato, Frans A. Oliehoek, and Eric Shyu. Scalable Bayesian Reinforcement
Learning for Multiagent POMDPs. In Proc. of the First Multidisciplinary Conference on Reinforcement Learning
and Decision Making (RLDM2013), 2013.
Details Download: pdf [506.8kB] - Christopher Amato and Frans A. Oliehoek. Bayesian Reinforcement Learning
for Multiagent Systems with State Uncertainty. In Proceedings of the Eighth AAMAS Workshop on Multi-Agent Sequential
Decision Making in Uncertain Domains (MSDM), pp. 76–83, 2013.
Details Download: pdf [177.5kB] - Daniel Claes, Philipp Robbel, Frans A. Oliehoek, Daniel Hennes, and Karl Tuyls .
Effective Approximations for Spatial Task Allocation Problems. In Proceedings of the 25th Belgian-Dutch Conference on Artificial
Intelligence (BNAIC 2013), 2013. (To appear.)
Details Download: pdf [363.4kB] - Julia Efremova, Bijan Ranjbar-Sahraei, Frans A. Oliehoek, Toon
Calders, and Karl Tuyls . An Interactive, Web-based Tool for Genealogical Entity Resolution.
In Proceedings of the 25th Belgian-Dutch Conference on Artificial Intelligence (BNAIC 2013), 2013. Demo-track. (To
appear.)
Details Download: (unavailable) - Frans A. Oliehoek, Shimon Whiteson, and Matthijs
T. J. Spaan. Approximate Solutions for Factored Dec-POMDPs with Many Agents --- Extended Abstract. In Proceedings of
the 25th Belgian-Dutch Conference on Artificial Intelligence (BNAIC 2013), 2013. (To appear.)
Details Download: pdf [451.2kB] - Frans A. Oliehoek. Sufficient Plan-Time Statistics for Decentralized POMDPs. In Proceedings of the Twenty-Third International
Joint Conference on Artificial Intelligence, pp. 302–308, 2013.
Details Download: pdf [266.0kB] - Frans A. Oliehoek, Matthijs T. J. Spaan, Christopher
Amato, and Shimon Whiteson. Incremental Clustering and Expansion for
Faster Optimal Planning in Decentralized POMDPs. Journal of Artificial Intelligence Research, 46:449–509,
2013.
Details Download: pdf [7.2MB] ps [2.2MB] - Frans A. Oliehoek, Shimon Whiteson, and Matthijs
T. J. Spaan. Approximate Solutions for Factored Dec-POMDPs with Many Agents. In Proceedings of the
Twelfth International Conference on Autonomous Agents and Multiagent Systems, pp. 563–570, 2013.
Details Download: pdf [238.2kB] - Diederik M. Roijers, Shimon
Whiteson, and Frans A. Oliehoek. Computing Convex Coverage Sets for Multi-Objective Coordination Graphs. In Proceedings
of the Third International Conference on Algorithmic Decision Theory, November 2013. (To appear)
Details Download: pdf [1.2MB] - Diederik M. Roijers, Shimon
Whiteson, and Frans A. Oliehoek. Multi-Objective Variable Elimination for Collaborative Graphical Games.
In Proceedings of the Twelfth International Conference on Autonomous Agents and Multiagent Systems, pp. 1209–1210,
2013. Extended Abstract
Details Download: pdf [315.5kB]
2012
- Frans A. Oliehoek, Stefan Witwicki, and Leslie P. Kaelbling. Influence-Based
Abstraction for Multiagent Systems. In Proceedings of the 24th Belgian-Dutch Conference on Artificial Intelligence (BNAIC
2012), pp. 311–312, 2012. Extended Abstract.
Details Download: (unavailable) - Frans A. Oliehoek, Shimon Whiteson, and Matthijs
T. J. Spaan. Exploiting Structure in Cooperative Bayesian Games. In Proceedings of the Twenty-Eighth Conference on
Uncertainty in Artificial Intelligence, pp. 654–664, August 2012.
Details Download: pdf [1.2MB] - Frans A. Oliehoek, Ashwini A. Gokhale, and Jie Zhang. Reasoning about Advisors
for Seller Selection in E-Marketplaces via POMDPs. In 15th International Workshop on Trust in Agent Societies
(TRUST12), pp. 67–78, June 2012.
Details Download: pdf [227.3kB] - Frans A. Oliehoek and Matthijs T. J. Spaan. Tree-Based Solution Methods
for Multiagent POMDPs with Delayed Communication. In Proceedings of the Twenty-Sixth AAAI Conference on
Artificial Intelligence, pp. 1415–1421, July 2012.
Details Download: pdf [145.0kB] - Frans A. Oliehoek, Stefan Witwicki, and Leslie P. Kaelbling. Influence-Based
Abstraction for Multiagent Systems. In Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence,
pp. 1422–1428, July 2012.
Details Download: pdf [159.8kB] - Frans A. Oliehoek and Matthijs T. J. Spaan. Tree-Based Solution Methods
for Multiagent POMDPs with Delayed Communication. In Proceedings of the Seventh AAMAS Workshop on Multi-Agent
Sequential Decision Making in Uncertain Domains (MSDM), pp. 48–55, June 2012. (longer version of AAAI)
Details Download: pdf [200.6kB] - Frans A. Oliehoek and Matthijs T. J. Spaan. Tree-based Pruning for Multiagent
POMDPs with Delayed Communication. In Proceedings of the Eleventh International Conference on Autonomous
Agents and Multiagent Systems, pp. 1229–1230, June 2012. Extended abstract.
Details Download: pdf [95.6kB] - Frans A. Oliehoek. Decentralized POMDPs. In Wiering, Marco and van Otterlo, Martijn, editors, Reinforcement Learning: State
of the Art, Adaptation, Learning, and Optimization, pp. 471–503, Springer Berlin Heidelberg, Berlin, Germany, 2012.
Details Download: pdf [3.0MB] - Matthijs T. J. Spaan and Frans A. Oliehoek. Tree-Based Solution Methods
for Multiagent POMDPs with Delayed Communication. In Proceedings of the 24th Belgian-Dutch Conference on Artificial Intelligence
(BNAIC 2012), pp. 319–320, 2012. Extended Abstract.
Details Download: (unavailable) - Stefan Witwicki, Frans A. Oliehoek, and Leslie P. Kaelbling. Heuristic
Search of Multiagent Influence Space. In Proceedings of the Eleventh International Conference on Autonomous Agents and
Multiagent Systems, pp. 973–981, June 2012.
Details Download: pdf [583.5kB]
2011
- Frans A. Oliehoek, Stefan Witwicki, and Leslie P. Kaelbling. Heuristic
Search of Multiagent Influence Space. In Proceedings of the 9th European Workshop on Multi-agent Systems (EUMAS 2011),
2011.
Details Download: pdf [4.4MB] - Frans A. Oliehoek, Shimon Whiteson, and Matthijs
T. J. Spaan. Exploiting Agent and Type Independence in Collaborative Graphical Bayesian Games. CoRR,
abs/1108.0404, 2011. http://arxiv.org/abs/1108.0404
Details Download: pdf [662.3kB] - Matthijs T. J. Spaan, Frans A. Oliehoek, and Christopher
Amato. Scaling Up Optimal Heuristic Search in Dec-POMDPs via Incremental Expansion. In Proceedings
of the 23rd Belgian-Dutch Conference on Artificial Intelligence (BNAIC 2011), pp. 433–434, 2011. Extended Abstract.
Details Download: pdf [32.0kB] - Matthijs T. J. Spaan, Frans A. Oliehoek, and Christopher
Amato. Scaling Up Optimal Heuristic Search in Dec-POMDPs via Incremental Expansion. In Proceedings of the Twenty-Second
International Joint Conference on Artificial Intelligence, pp. 2027–2032, 2011.
Details Download: pdf [130.3kB] - Matthijs T. J. Spaan, Frans A. Oliehoek, and Christopher
Amato. Scaling Up Optimal Heuristic Search in Dec-POMDPs via Incremental Expansion. In Proceedings of the Sixth
AAMAS Workshop on Multi-Agent Sequential Decision Making in Uncertain Domains (MSDM), pp. 63–70, 2011.
Details Download: pdf [229.0kB]
2010
- Frans A. Oliehoek, Matthijs T. J. Spaan, Jilles
Dibangoye, and Christopher Amato. Heuristic Search for Identical Payoff
Bayesian Games. In Proceedings of the Ninth International Conference on Autonomous Agents and Multiagent Systems, pp.
1115–1122, May 2010.
Details Download: pdf [179.3kB] - Frans A. Oliehoek. Value-Based Planning for Teams of Agents in Stochastic Partially Observable Environments.
Ph.D. Thesis, Informatics Institute, University of Amsterdam, 2010.
Details Download: pdf [4.7MB] - Frans Oliehoek and Arnoud Visser. A Decision-Theoretic Approach to Collaboration: Principal Description Methods and Efficient
Heuristic Approximation. In R. Babuska and F.C.A. Groen, editors, Interactive
Collaborative Informations Systems, Studies in Computational Intelligence, pp. 87–124, Springer Berlin Heidelberg,
Berlin, Germany, 2010.
Details Download: pdf [4.8MB]
2009
- Frans A. Oliehoek, Shimon Whiteson, and Matthijs
T. J. Spaan. Lossless Clustering of Histories in Decentralized POMDPs. In Proceedings of the Eighth International Conference
on Autonomous Agents and Multiagent Systems, pp. 577–584, May 2009.
Details Download: pdf [209.6kB]
2008
- Frans A. Oliehoek, Julian F.P. Kooi, and Nikos Vlassis.
The Cross-Entropy Method for Policy Search in Decentralized POMDPs. Informatica, 32:341–357,
2008.
Details Download: pdf [322.2kB] - Frans A. Oliehoek, Matthijs T. J. Spaan, and Nikos
Vlassis. Optimal and Approximate Q-value Functions for Decentralized POMDPs. Journal
of Artificial Intelligence Research, 32:289–353, 2008.
Details Download: pdf [613.0kB] ps.gz [403.8kB] - Frans A. Oliehoek, Matthijs T. J. Spaan, Shimon
Whiteson, and Nikos Vlassis. Exploiting Locality of Interaction
in Factored Dec-POMDPs. In Proceedings of the Seventh International Conference on Autonomous Agents and
Multiagent Systems, pp. 517–524, May 2008.
Details Download: pdf [2.1MB] ps.gz [375.3kB] - Matthijs T. J. Spaan, Frans A. Oliehoek, and Nikos
Vlassis. Multiagent Planning under Uncertainty with Stochastic Communication Delays. In Proceedings
of the Eighteenth International Conference on Automated Planning and Scheduling, pp. 338–345, September 2008.
Details Download: pdf [141.2kB] - Matthijs T. J. Spaan and Frans A. Oliehoek. The MultiAgent Decision
Process toolbox: software for decision-theoretic planning in multiagent systems. In
Proceedings of the Third AAMAS Workshop on Multi-Agent Sequential Decision Making in Uncertain Domains (MSDM),
pp. 107–121, 2008.
Details Download: pdf [178.7kB]
2007
- Frans A. Oliehoek, Julian F.P Kooij, and Nikos Vlassis. A Cross-Entropy
Approach to Solving Dec-POMDPs. In Proceedings of the 1st International Symposium on Intelligent and
Distributed Computing (IDC 2007), pp. 145–154, October 2007.
Details Download: pdf [146.8kB] ps.gz [376.0kB] - Frans A. Oliehoek and Nikos Vlassis. Q-value functions for decentralized
POMDPs. In Proceedings of the Sixth International Conference on Autonomous Agents and Multiagent Systems, pp. 833–840,
May 2007.
Details Download: pdf [171.2kB] ps.gz [163.9kB] - Frans A. Oliehoek, Matthijs T. J. Spaan, and Nikos
Vlassis. Dec-POMDPs with delayed communication. In Proceedings of the Second AAMAS Workshop on
Multi-Agent Sequential Decision Making in Uncertain Domains (MSDM), May 2007.
Details Download: pdf [146.0kB] ps.gz [107.9kB] - Frans A. Oliehoek and Nikos Vlassis. Q-value Heuristics for Approximate
Solutions of Dec-POMDPs. In Proc. of the AAAI spring symposium on Game Theoretic
and Decision Theoretic Agents, pp. 31–37, March 2007.
Details Download: pdf [637.6kB] ps.gz [99.9kB] - Frans A. Oliehoek, Nikos Vlassis, and Matthijs
T. J. Spaan. Properties of the QBG-value function. Technical Report IAS-UVA-07-04, Intelligent Systems Lab, University
of Amsterdam, 2007.
Details Download: pdf [197.0kB] ps.gz [203.0kB]
2006
- Frans A. Oliehoek, Edwin D. de Jong, and Nikos
Vlassis. The Parallel Nash Memory for Asymmetric Games. In Proc. of the Genetic and Evolutionary Computation Conference,
pp. 337–344, July 2006. (best paper nominee in coevolution track)
Details Download: pdf [174.6kB] ps.gz [172.6kB] - Frans Oliehoek and Arnoud Visser. A hierarchical model for decentralized fighting of large scale urban
fires. In AAMAS Workshop on Hierarchical Autonomous Agents and Multi-Agent Systems, pp. 14–21,
May 2006.
Details Download: pdf [140.1kB] ps.gz [145.2kB] - Frans Oliehoek and Nikos Vlassis. Dec-POMDPs and extensive form
games: equivalence of models and algorithms. Technical Report IAS-UVA-06-02, Intelligent Systems Lab, University
of Amsterdam, 2006.
Details Download: pdf [404.3kB] ps.gz [345.7kB]
2005
- Frans Oliehoek, Nikos Vlassis, and Edwin
de Jong. Coevolutionary Nash in poker games. In Proceedings of the 17th Belgian-Dutch Conference on Artificial Intelligence
(BNAIC 2005), pp. 188–193, October 2005.
Details Download: pdf [139.2kB] ps.gz [128.2kB] - Frans A. Oliehoek. Game theory and AI: a unified approach to poker games. Master's Thesis, University of Amsterdam,2005.
Details Download: pdf [2.5MB] ps.gz [945.2kB] - Frans Oliehoek, Matthijs T. J. Spaan, and Nikos
Vlassis. Best-response play in partially observable card games. In Benelearn
2005: Proceedings of the 14th Annual Machine Learning Conference of Belgium and the
Netherlands, pp. 45–50, February 2005.
Details Download: pdf [115.6kB]
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