← Authors

Noam Brown

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

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (9) 🐝 Cross-Pollinator (4) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (20) πŸ† Grand Slam πŸ‘‘ Triple Crown πŸ† Keyword Champion (5) πŸ”¬ Deep Specialist (16) πŸš€ Conference Pioneer πŸ’Ž Century Club (23) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (68) πŸ”₯ Unstoppable (8) ⚑ Prolific Year (5)

Conferences

ICML (6) NIPS (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)

Keywords

game theory (8) counterfactual regret minimization (5) imperfect-information game (5) nash equilibrium (5) search algorithm (4) multi-agent system (4) imperfect information game (4) extensive-form game (3) zero-sum game (3) reinforcement learning (2) regret minimization (2) subgame solving (2) multi-agent reinforcement learning (2) equilibrium computation (2) policy iteration (1) value iteration (1) online planning (1) imitation learning (1) policy improvement (1) imperfect information (1)

Papers

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