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Frans A. Oliehoek

Safety Guarantees in Multi-agent Learning via Trapping Regions

Feb 27, 2023
Aleksander Czechowski, Frans A. Oliehoek

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Uncoupled Learning of Differential Stackelberg Equilibria with Commitments

Feb 07, 2023
Robert Loftin, Mustafa Mert Çelikok, Herke van Hoof, Samuel Kaski, Frans A. Oliehoek

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An Analysis of Abstracted Model-Based Reinforcement Learning

Aug 30, 2022
Rolf A. N. Starre, Marco Loog, Frans A. Oliehoek

* 26 pages, 2 figures, submitted to NeurIPS 2022

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On the Impossibility of Learning to Cooperate with Adaptive Partner Strategies in Repeated Games

Jun 20, 2022
Robert Loftin, Frans A. Oliehoek

* 9 pages, to be published in The Proceedings of the 39th International Conference on Machine Learning, 2022

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Best-Response Bayesian Reinforcement Learning with Bayes-adaptive POMDPs for Centaurs

Apr 03, 2022
Mustafa Mert Çelikok, Frans A. Oliehoek, Samuel Kaski

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* This paper is presented in part at the International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) 2022

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