Brown, Noam

33 publications

ICLR 2024 The Update-Equivalence Framework for Decision-Time Planning Samuel Sokota, Gabriele Farina, David J Wu, Hengyuan Hu, Kevin A. Wang, J Zico Kolter, Noam Brown

ICLR 2023 A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games Samuel Sokota, Ryan D'Orazio, J Zico Kolter, Nicolas Loizou, Marc Lanctot, Ioannis Mitliagkas, Noam Brown, Christian Kroer

ICML 2023 Abstracting Imperfect Information Away from Two-Player Zero-Sum Games Samuel Sokota, Ryan D’Orazio, Chun Kai Ling, David J Wu, J Zico Kolter, Noam Brown

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

ICLR 2022 A Fine-Tuning Approach to Belief State Modeling Samuel Sokota, Hengyuan Hu, David J Wu, J Zico Kolter, Jakob Nicolaus Foerster, Noam Brown

NeurIPSW 2022 A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games Samuel Sokota, Ryan D'Orazio, J Zico Kolter, Nicolas Loizou, Marc Lanctot, Ioannis Mitliagkas, Noam Brown, Christian Kroer

NeurIPSW 2022 Converging to Unexploitable Policies in Continuous Control Adversarial Games Maxwell Goldstein, Noam Brown

AAAI 2022 Equilibrium Finding in Normal-Form Games via Greedy Regret Minimization Hugh Zhang, Adam Lerer, Noam Brown

NeurIPSW 2022 Human-AI Coordination via Human-Regularized Search and Learning Hengyuan Hu, David J Wu, Adam Lerer, Jakob Nicolaus Foerster, 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

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

ICML 2021 Off-Belief Learning Hengyuan Hu, Adam Lerer, Brandon Cui, Luis Pineda, Noam Brown, Jakob Foerster

AAAI 2021 Safe Search for Stackelberg Equilibria in Extensive-Form Games Chun Kai Ling, Noam Brown

NeurIPS 2021 Scalable Online Planning via Reinforcement Learning Fine-Tuning Arnaud Fickinger, Hengyuan Hu, Brandon Amos, Stuart J. Russell, Noam Brown

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

AAAI 2020 Improving Policies via Search in Cooperative Partially Observable Games Adam Lerer, Hengyuan Hu, Jakob N. Foerster, Noam Brown

ICML 2019 Deep Counterfactual Regret Minimization Noam Brown, Adam Lerer, Sam Gross, Tuomas Sandholm

AAAI 2019 Solving Imperfect-Information Games via Discounted Regret Minimization Noam Brown, Tuomas Sandholm

ICML 2019 Stable-Predictive Optimistic Counterfactual Regret Minimization Gabriele Farina, Christian Kroer, Noam Brown, Tuomas Sandholm

NeurIPS 2018 Depth-Limited Solving for Imperfect-Information Games Noam Brown, Tuomas Sandholm, Brandon Amos

AAAI 2017 Dynamic Thresholding and Pruning for Regret Minimization Noam Brown, Christian Kroer, Tuomas Sandholm

IJCAI 2017 Libratus: The Superhuman AI for No-Limit Poker Noam Brown, Tuomas Sandholm

ICML 2017 Reduced Space and Faster Convergence in Imperfect-Information Games via Pruning Noam Brown, Tuomas Sandholm

NeurIPS 2017 Safe and Nested Subgame Solving for Imperfect-Information Games Noam Brown, Tuomas Sandholm

IJCAI 2016 Baby Tartanian8: Winning Agent from the 2016 Annual Computer Poker Competition Noam Brown, Tuomas Sandholm

AAAI 2016 Strategy-Based Warm Starting for Regret Minimization in Games Noam Brown, Tuomas Sandholm

NeurIPS 2015 Regret-Based Pruning in Extensive-Form Games Noam Brown, Tuomas Sandholm

IJCAI 2015 Simultaneous Abstraction and Equilibrium Finding in Games Noam Brown, Tuomas Sandholm

AAAI 2015 Tartanian7: A Champion Two-Player No-Limit Texas Hold'em Poker-Playing Program Noam Brown, Sam Ganzfried, Tuomas Sandholm

AAAI 2014 Regret Transfer and Parameter Optimization Noam Brown, Tuomas Sandholm