Oliehoek, Frans A

31 publications

TMLR 2025 Abstraction for Bayesian Reinforcement Learning in Factored POMDPs Rolf A. N. Starre, Sammie Katt, Mustafa Mert Çelikok, Marco Loog, Frans A Oliehoek

IJCAI 2025 Exploring Equity of Climate Policies Using Multi-Agent Multi-Objective Reinforcement Learning Palok Biswas, Zuzanna Osika, Isidoro Tamassia, Adit Whorra, Jazmin Zatarain Salazar, Jan H. Kwakkel, Frans A. Oliehoek, Pradeep K. Murukannaiah

TMLR 2025 Influence Learning in Complex Systems Elena Congeduti, Roberto Rocchetta, Frans A Oliehoek

IJCAI 2024 Policy Space Response Oracles: A Survey Ariyan Bighashdel, Yongzhao Wang, Stephen McAleer, Rahul Savani, Frans A. Oliehoek

TMLR 2023 An Analysis of Model-Based Reinforcement Learning from Abstracted Observations Rolf A. N. Starre, Marco Loog, Elena Congeduti, Frans A Oliehoek

IJCAI 2023 Safe Multi-Agent Learning via Trapping Regions Aleksander Czechowski, Frans A. Oliehoek

IJCAI 2023 What Lies Beyond the Pareto Front? a Survey on Decision-Support Methods for Multi-Objective Optimization Zuzanna Osika, Jazmin Zatarain Salazar, Diederik M. Roijers, Frans A. Oliehoek, Pradeep K. Murukannaiah

ICLR 2022 Multi-Agent MDP Homomorphic Networks Elise van der Pol, Herke van Hoof, Frans A Oliehoek, Max Welling

ICML 2022 On the Impossibility of Learning to Cooperate with Adaptive Partner Strategies in Repeated Games Robert Loftin, Frans A Oliehoek

IJCAI 2022 Online Planning in POMDPs with Self-Improving Simulators Jinke He, Miguel Suau, Hendrik Baier, Michael Kaisers, Frans A. Oliehoek

JAIR 2021 A Sufficient Statistic for Influence in Structured Multiagent Environments Frans A. Oliehoek, Stefan J. Witwicki, Leslie Pack Kaelbling

IJCAI 2020 Decentralized MCTS via Learned Teammate Models Aleksander Czechowski, Frans A. Oliehoek

IJCAI 2018 Interactive Learning and Decision Making: Foundations, Insights & Challenges Frans A. Oliehoek

ICML 2017 Learning in POMDPs with Monte Carlo Tree Search Sammie Katt, Frans A. Oliehoek, Christopher Amato

AAAI 2017 Maximizing the Probability of Arriving on Time: A Practical Q-Learning Method Zhiguang Cao, Hongliang Guo, Jie Zhang, Frans A. Oliehoek, Ulrich Fastenrath

UAI 2017 Real-Time Resource Allocation for Tracking Systems Yash Satsangi, Shimon Whiteson, Frans A. Oliehoek, Henri Bouma

MLOSS 2017 The MADP Toolbox: An Open Source Library for Planning and Learning in (Multi-)Agent Systems Frans A. Oliehoek, Matthijs T. J. Spaan, Bas Terwijn, Philipp Robbel, João V. Messias

AAAI 2016 A Scalable Framework to Choose Sellers in E-Marketplaces Using POMDPs Athirai Aravazhi Irissappane, Frans A. Oliehoek, Jie Zhang

AAAI 2016 Energy- and Cost-Efficient Pumping Station Control Timon V. Kanters, Frans A. Oliehoek, Michael Kaisers, Stan R. van den Bosch, Joep Grispen, Jeroen Hermans

AAAI 2016 Exploiting Anonymity in Approximate Linear Programming: Scaling to Large Multiagent MDPs Philipp Robbel, Frans A. Oliehoek, Mykel J. Kochenderfer

IJCAI 2016 PAC Greedy Maximization with Efficient Bounds on Information Gain for Sensor Selection Yash Satsangi, Shimon Whiteson, Frans A. Oliehoek

AAAI 2016 Solving Transition-Independent Multi-Agent MDPs with Sparse Interactions Joris Scharpff, Diederik M. Roijers, Frans A. Oliehoek, Matthijs T. J. Spaan, Mathijs Michiel de Weerdt

JAIR 2015 Computing Convex Coverage Sets for Faster Multi-Objective Coordination Diederik Marijn Roijers, Shimon Whiteson, Frans A. Oliehoek

AAAI 2015 Exploiting Submodular Value Functions for Faster Dynamic Sensor Selection Yash Satsangi, Shimon Whiteson, Frans A. Oliehoek

IJCAI 2015 Point-Based Planning for Multi-Objective POMDPs Diederik Marijn Roijers, Shimon Whiteson, Frans A. Oliehoek

AAAI 2015 Scalable Planning and Learning for Multiagent POMDPs Christopher Amato, Frans A. Oliehoek

IJCAI 2015 Secure Routing in Wireless Sensor Networks via POMDPs Athirai Aravazhi Irissappane, Jie Zhang, Frans A. Oliehoek, Partha Sarathi Dutta

JAIR 2013 Incremental Clustering and Expansion for Faster Optimal Planning in Dec-POMDPs Frans A. Oliehoek, Matthijs T. J. Spaan, Christopher Amato, Shimon Whiteson

UAI 2012 Exploiting Structure in Cooperative Bayesian Games Frans A. Oliehoek, Shimon Whiteson, Matthijs T. J. Spaan

IJCAI 2011 Scaling up Optimal Heuristic Search in Dec-POMDPs via Incremental Expansion Matthijs T. J. Spaan, Frans A. Oliehoek, Christopher Amato

JAIR 2008 Optimal and Approximate Q-Value Functions for Decentralized POMDPs Frans A. Oliehoek, Matthijs T. J. Spaan, Nikos Vlassis