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Jakob N. Foerster

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University of Oxford

SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning

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Dec 14, 2022
Benjamin Ellis, Skander Moalla, Mikayel Samvelyan, Mingfei Sun, Anuj Mahajan, Jakob N. Foerster, Shimon Whiteson

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Game-Theoretical Perspectives on Active Equilibria: A Preferred Solution Concept over Nash Equilibria

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Oct 28, 2022
Dong-Ki Kim, Matthew Riemer, Miao Liu, Jakob N. Foerster, Gerald Tesauro, Jonathan P. How

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Learning to Optimize Quasi-Newton Methods

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Oct 11, 2022
Isaac Liao, Rumen R. Dangovski, Jakob N. Foerster, Marin Soljačić

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Illusionary Attacks on Sequential Decision Makers and Countermeasures

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Jul 20, 2022
Tim Franzmeyer, João F. Henriques, Jakob N. Foerster, Philip H. S. Torr, Adel Bibi, Christian Schroeder de Witt

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K-level Reasoning for Zero-Shot Coordination in Hanabi

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Jul 14, 2022
Brandon Cui, Hengyuan Hu, Luis Pineda, Jakob N. Foerster

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Influencing Long-Term Behavior in Multiagent Reinforcement Learning

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Mar 07, 2022
Dong-Ki Kim, Matthew Riemer, Miao Liu, Jakob N. Foerster, Michael Everett, Chuangchuang Sun, Gerald Tesauro, Jonathan P. How

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Reinforcement Learning Enhanced Quantum-inspired Algorithm for Combinatorial Optimization

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Feb 14, 2020
Dmitrii Beloborodov, A. E. Ulanov, Jakob N. Foerster, Shimon Whiteson, A. I. Lvovsky

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Robust Domain Randomization for Reinforcement Learning

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Oct 23, 2019
Reda Bahi Slaoui, William R. Clements, Jakob N. Foerster, Sébastien Toth

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Exploratory Combinatorial Optimization with Reinforcement Learning

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Sep 09, 2019
Thomas D. Barrett, William R. Clements, Jakob N. Foerster, A. I. Lvovsky

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The Hanabi Challenge: A New Frontier for AI Research

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Feb 01, 2019
Nolan Bard, Jakob N. Foerster, Sarath Chandar, Neil Burch, Marc Lanctot, H. Francis Song, Emilio Parisotto, Vincent Dumoulin, Subhodeep Moitra, Edward Hughes, Iain Dunning, Shibl Mourad, Hugo Larochelle, Marc G. Bellemare, Michael Bowling

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