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Benjamin Ellis

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Policy-Guided Diffusion

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Apr 09, 2024
Matthew Thomas Jackson, Michael Tryfan Matthews, Cong Lu, Benjamin Ellis, Shimon Whiteson, Jakob Foerster

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Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning

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Feb 26, 2024
Michael Matthews, Michael Beukman, Benjamin Ellis, Mikayel Samvelyan, Matthew Jackson, Samuel Coward, Jakob Foerster

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JaxMARL: Multi-Agent RL Environments in JAX

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Nov 20, 2023
Alexander Rutherford, Benjamin Ellis, Matteo Gallici, Jonathan Cook, Andrei Lupu, Gardar Ingvarsson, Timon Willi, Akbir Khan, Christian Schroeder de Witt, Alexandra Souly, Saptarashmi Bandyopadhyay, Mikayel Samvelyan, Minqi Jiang, Robert Tjarko Lange, Shimon Whiteson, Bruno Lacerda, Nick Hawes, Tim Rocktaschel, Chris Lu, Jakob Nicolaus Foerster

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Trust-Region-Free Policy Optimization for Stochastic Policies

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Feb 15, 2023
Mingfei Sun, Benjamin Ellis, Anuj Mahajan, Sam Devlin, Katja Hofmann, Shimon Whiteson

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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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Generalization in Cooperative Multi-Agent Systems

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Jan 31, 2022
Anuj Mahajan, Mikayel Samvelyan, Tarun Gupta, Benjamin Ellis, Mingfei Sun, Tim Rocktäschel, Shimon Whiteson

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