Research

Generalized Beliefs for Cooperative AI

Generalized Beliefs for Cooperative AI

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

ICML 2022 (Spotlight)

Model-Free Opponent Shaping

Model-Free Opponent Shaping

Chris Lu, Timon Willi, Christian Schroeder de Witt, Jakob Foerster

ICML 2022 (Spotlight)

Mirror Learning: A Unifying Framework of Policy Optimisation

Mirror Learning: A Unifying Framework of Policy Optimisation

Jakub Grudzien Kuba, Christian Schroeder de Witt, Jakob Foerster

ICML 2022 (Spotlight)

COLA: Consistent Learning with Opponent-Learning Awareness

COLA: Consistent Learning with Opponent-Learning Awareness

Timon Willi*, Johannes Treutlein*, Alistair Letcher*, Jakob Foerster

ICML 2022 (Spotlight)