Anton Bakhtin

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 29

Top Topics

Government Agencies

Behavioural Cloning

Human Generated

Top Venues

Publications

Esin Durmus, Karina Nyugen, Thomas I. Liao, Nicholas Schiefer, Amanda Askell, Anton Bakhtin, Carol Chen, Zac Hatfield-Dodds, Danny Hernandez, Nicholas Joseph, Liane Lovitt, Sam McCandlish, Orowa Sikder, Alex Tamkin, Janel Thamkul, Jared Kaplan, Jack Clark, Deep Ganguli
Towards Measuring the Representation of Subjective Global Opinions in Language Models. CoRR (2023)
Anton Bakhtin, David J. Wu, Adam Lerer, Jonathan Gray, Athul Paul Jacob, Gabriele Farina, Alexander H. Miller, Noam Brown
Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning. ICLR (2023)
Hengyuan Hu, Samuel Sokota, David J. Wu, Anton Bakhtin, Andrei Lupu, Brandon Cui, Jakob N. Foerster
Self-Explaining Deviations for Coordination. CoRR (2022)
Anton Bakhtin, David J. Wu, Adam Lerer, Jonathan Gray, Athul Paul Jacob, Gabriele Farina, Alexander H. Miller, Noam Brown
Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning. CoRR (2022)
Hengyuan Hu, Samuel Sokota, David J. Wu, Anton Bakhtin, Andrei Lupu, Brandon Cui, Jakob N. Foerster
Self-Explaining Deviations for Coordination. NeurIPS (2022)
Athul Paul Jacob, David J. Wu, Gabriele Farina, Adam Lerer, Hengyuan Hu, Anton Bakhtin, Jacob Andreas, Noam Brown
Modeling Strong and Human-Like Gameplay with KL-Regularized Search. ICML (2022)
Anton Bakhtin, Yuntian Deng, Sam Gross, Myle Ott, Marc'Aurelio Ranzato, Arthur Szlam
Residual Energy-Based Models for Text. J. Mach. Learn. Res. 22 (2021)
Eltayeb Ahmed, Anton Bakhtin, Laurens van der Maaten, Rohit Girdhar
Physical Reasoning Using Dynamics-Aware Models. CoRR (2021)
Athul Paul Jacob, David J. Wu, Gabriele Farina, Adam Lerer, Anton Bakhtin, Jacob Andreas, Noam Brown
Modeling Strong and Human-Like Gameplay with KL-Regularized Search. CoRR (2021)
Anton Bakhtin, David Wu, Adam Lerer, Noam Brown
No-Press Diplomacy from Scratch. CoRR (2021)
Anton Bakhtin, David J. Wu, Adam Lerer, Noam Brown
No-Press Diplomacy from Scratch. NeurIPS (2021)
Jonathan Gray, Adam Lerer, Anton Bakhtin, Noam Brown
Human-Level Performance in No-Press Diplomacy via Equilibrium Search. ICLR (2021)
Anton Bakhtin, Yuntian Deng, Sam Gross, Myle Ott, Marc'Aurelio Ranzato, Arthur Szlam
Energy-Based Models for Text. CoRR (2020)
Jonathan Gray, Adam Lerer, Anton Bakhtin, Noam Brown
Human-Level Performance in No-Press Diplomacy via Equilibrium Search. CoRR (2020)
Noam Brown, Anton Bakhtin, Adam Lerer, Qucheng Gong
Combining Deep Reinforcement Learning and Search for Imperfect-Information Games. NeurIPS (2020)
Yuntian Deng, Anton Bakhtin, Myle Ott, Arthur Szlam, Marc'Aurelio Ranzato
Residual Energy-Based Models for Text Generation. ICLR (2020)
Yuntian Deng, Anton Bakhtin, Myle Ott, Arthur Szlam, Marc'Aurelio Ranzato
Residual Energy-Based Models for Text Generation. CoRR (2020)
Noam Brown, Anton Bakhtin, Adam Lerer, Qucheng Gong
Combining Deep Reinforcement Learning and Search for Imperfect-Information Games. CoRR (2020)
Anton Bakhtin, Sam Gross, Myle Ott, Yuntian Deng, Marc'Aurelio Ranzato, Arthur Szlam
Real or Fake? Learning to Discriminate Machine from Human Generated Text. CoRR (2019)
Anton Bakhtin, Laurens van der Maaten, Justin Johnson, Laura Gustafson, Ross B. Girshick
PHYRE: A New Benchmark for Physical Reasoning. CoRR (2019)
Anton Bakhtin, Laurens van der Maaten, Justin Johnson, Laura Gustafson, Ross B. Girshick
PHYRE: A New Benchmark for Physical Reasoning. NeurIPS (2019)
Fabio Petroni, Tim Rocktäschel, Sebastian Riedel, Patrick S. H. Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H. Miller
Language Models as Knowledge Bases? EMNLP/IJCNLP (1) (2019)
Fabio Petroni, Tim Rocktäschel, Patrick S. H. Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel
Language Models as Knowledge Bases? CoRR (2019)
Antoine Bruguier, Anton Bakhtin, Dravyansh Sharma
Dictionary Augmented Sequence-to-Sequence Neural Network for Grapheme to Phoneme Prediction. INTERSPEECH (2018)
Anton Bakhtin, Arthur Szlam, Marc'Aurelio Ranzato, Edouard Grave
Lightweight Adaptive Mixture of Neural and N-gram Language Models. CoRR (2018)
Yanzhang He, Rohit Prabhavalkar, Kanishka Rao, Wei Li, Anton Bakhtin, Ian McGraw
Streaming Small-Footprint Keyword Spotting using Sequence-to-Sequence Models. CoRR (2017)
Yanzhang He, Rohit Prabhavalkar, Kanishka Rao, Wei Li, Anton Bakhtin, Ian McGraw
Streaming small-footprint keyword spotting using sequence-to-sequence models. ASRU (2017)
Raziel Alvarez, Rohit Prabhavalkar, Anton Bakhtin
On the Efficient Representation and Execution of Deep Acoustic Models. INTERSPEECH (2016)
Raziel Alvarez, Rohit Prabhavalkar, Anton Bakhtin
On the efficient representation and execution of deep acoustic models. CoRR (2016)
Anton Bakhtin, Yury Ustinovsky, Pavel Serdyukov
Predicting the impact of expansion terms using semantic and user interaction features. CIKM (2013)