Bakhtin, Anton

11 publications

ICLR 2023 Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning Anton Bakhtin, David J Wu, Adam Lerer, Jonathan Gray, Athul Paul Jacob, Gabriele Farina, Alexander H Miller, Noam Brown

NeurIPSW 2022 Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning Anton Bakhtin, David J Wu, Adam Lerer, Jonathan Gray, Athul Paul Jacob, Gabriele Farina, Alexander H Miller, Noam Brown

ICML 2022 Modeling Strong and Human-like Gameplay with KL-Regularized Search Athul Paul Jacob, David J Wu, Gabriele Farina, Adam Lerer, Hengyuan Hu, Anton Bakhtin, Jacob Andreas, Noam Brown

ICLRW 2022 Modeling Strong and Human-like Gameplay with KL-Regularized Search Athul Paul Jacob, David J Wu, Gabriele Farina, Adam Lerer, Hengyuan Hu, Anton Bakhtin, Jacob Andreas, Noam Brown

NeurIPS 2022 Self-Explaining Deviations for Coordination Hengyuan Hu, Samuel Sokota, David Wu, Anton Bakhtin, Andrei Lupu, Brandon Cui, Jakob Foerster

ICLR 2021 Human-Level Performance in No-Press Diplomacy via Equilibrium Search Jonathan Gray, Adam Lerer, Anton Bakhtin, Noam Brown

NeurIPS 2021 No-Press Diplomacy from Scratch Anton Bakhtin, David Wu, Adam Lerer, Noam Brown

JMLR 2021 Residual Energy-Based Models for Text Anton Bakhtin, Yuntian Deng, Sam Gross, Myle Ott, Marc'Aurelio Ranzato, Arthur Szlam

NeurIPS 2020 Combining Deep Reinforcement Learning and Search for Imperfect-Information Games Noam Brown, Anton Bakhtin, Adam Lerer, Qucheng Gong

ICLR 2020 Residual Energy-Based Models for Text Generation Yuntian Deng, Anton Bakhtin, Myle Ott, Arthur Szlam, Marc'Aurelio Ranzato

NeurIPS 2019 PHYRE: A New Benchmark for Physical Reasoning Anton Bakhtin, Laurens van der Maaten, Justin Johnson, Laura Gustafson, Ross Girshick