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Jakob Foerster

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Discovered Policy Optimisation

Oct 13, 2022
Chris Lu, Jakub Grudzien Kuba, Alistair Letcher, Luke Metz, Christian Schroeder de Witt, Jakob Foerster

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Human-AI Coordination via Human-Regularized Search and Learning

Oct 11, 2022
Hengyuan Hu, David J Wu, Adam Lerer, Jakob Foerster, Noam Brown

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An Investigation of the Bias-Variance Tradeoff in Meta-Gradients

Sep 22, 2022
Risto Vuorio, Jacob Beck, Shimon Whiteson, Jakob Foerster, Gregory Farquhar

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Grounding Aleatoric Uncertainty in Unsupervised Environment Design

Jul 11, 2022
Minqi Jiang, Michael Dennis, Jack Parker-Holder, Andrei Lupu, Heinrich Küttler, Edward Grefenstette, Tim Rocktäschel, Jakob Foerster

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Generalized Beliefs for Cooperative AI

Jun 26, 2022
Darius Muglich, Luisa Zintgraf, Christian Schroeder de Witt, Shimon Whiteson, Jakob Foerster

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Nocturne: a scalable driving benchmark for bringing multi-agent learning one step closer to the real world

Jun 20, 2022
Eugene Vinitsky, Nathan Lichtlé, Xiaomeng Yang, Brandon Amos, Jakob Foerster

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Model-Free Opponent Shaping

May 03, 2022
Chris Lu, Timon Willi, Christian Schroeder de Witt, Jakob Foerster

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Evolving Curricula with Regret-Based Environment Design

Mar 08, 2022
Jack Parker-Holder, Minqi Jiang, Michael Dennis, Mikayel Samvelyan, Jakob Foerster, Edward Grefenstette, Tim Rocktäschel

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COLA: Consistent Learning with Opponent-Learning Awareness

Mar 08, 2022
Timon Willi, Johannes Treutlein, Alistair Letcher, Jakob Foerster

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