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Noam Brown

23 papers · 2015–2024 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+8 more ↓ πŸ—ΊοΈ Taxonomy Completionist (22) 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (19) ⚑ Prolific Year Β· Productive πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (81)

Venues

ICML (6) NeurIPS (6) ICLR (5) AAAI (4) IJCAI (2)

Top co-authors

Adam Lerer (9) Tuomas Sandholm (9) Hengyuan Hu (6) David J Wu (5) Anton Bakhtin (5) Samuel Sokota (4) Gabriele Farina (4) J Zico Kolter (4) Brandon Amos (2) Athul Paul Jacob (2)

Research topics

Artificial Intelligence (22) Core AI (22) Reinforcement Learning (11) Machine Learning (10) Applications (7) Optimization & Theory (7) Methods (6) Mathematics & Optimization (5) Learning Types Β· Machine Learning (5) Optimization (5) Deep Learning (3) Learning Types Β· Deep Learning (2) Architectures (1)

Keywords

imperfect information game (9) game theory (9) counterfactual regret minimization (6) multi-agent system (5) search algorithm (5) nash equilibrium (5) extensive-form game (4) zero-sum game (4) regret minimization (3) reinforcement learning (3) multi-agent reinforcement learning (3) imitation learning (2) decision-time planning (2) magnetic mirror descent (2) equilibrium computation (2) subgame solving (2) online planning (1) dynamic programming (1) imperfect information (1) model-based reinforcement learning (1)

Papers

The Update-Equivalence Framework for Decision-Time Planning ICLR 2024 Abstracting Imperfect Information Away from Two-Player Zero-Sum Games ICML 2023 A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games ICLR 2023 Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning ICLR 2023 A Fine-Tuning Approach to Belief State Modeling ICLR 2022 Equilibrium Finding in Normal-Form Games via Greedy Regret Minimization AAAI 2022 Modeling Strong and Human-Like Gameplay with KL-Regularized Search ICML 2022 Human-Level Performance in No-Press Diplomacy via Equilibrium Search ICLR 2021 No-Press Diplomacy from Scratch NeurIPS 2021 Off-Belief Learning ICML 2021 Safe Search for Stackelberg Equilibria in Extensive-Form Games AAAI 2021 Scalable Online Planning via Reinforcement Learning Fine-Tuning NeurIPS 2021 Combining Deep Reinforcement Learning and Search for Imperfect-Information Games NeurIPS 2020 Improving Policies via Search in Cooperative Partially Observable Games AAAI 2020 Deep Counterfactual Regret Minimization ICML 2019 Solving Imperfect-Information Games via Discounted Regret Minimization AAAI 2019 Stable-Predictive Optimistic Counterfactual Regret Minimization ICML 2019 Depth-Limited Solving for Imperfect-Information Games NeurIPS 2018 Libratus: The Superhuman AI for No-Limit Poker IJCAI 2017 Reduced Space and Faster Convergence in Imperfect-Information Games via Pruning ICML 2017 Safe and Nested Subgame Solving for Imperfect-Information Games NeurIPS 2017 Regret-Based Pruning in Extensive-Form Games NeurIPS 2015 Simultaneous Abstraction and Equilibrium Finding in Games IJCAI 2015