David J Wu

6 papers · 2022–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

ICLR (4) ICML (2)

Top co-authors

Noam Brown (5) Samuel Sokota (4) Hengyuan Hu (4) Gabriele Farina (3) J Zico Kolter (3) Jakob Nicolaus Foerster (2) Adam Lerer (2) Anton Bakhtin (2) Athul Paul Jacob (2) Jonathan Gray (1)

Research topics

Artificial Intelligence (6) Core AI (6) Reinforcement Learning (4) Applications (3) Methods (3) Machine Learning (1) Mathematics & Optimization (1) Learning Types (1) Optimization (1)

Keywords

search algorithm (2) multi-agent system (2) imitation learning (2) decision-time planning (2) regret minimization (1) nash equilibrium (1) dynamic programming (1) partially observable markov decision process (1) kl regularization (1) no-regret learning (1) zero-sum game (1) planning algorithm (1) multi-agent coordination (1) imperfect information game (1) adversarial diversity (1) regularized equilibrium (1) decentralized partially observable markov decision process (1) multi-agent decision making (1) self-play reinforcement learning (1) off-belief 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 Adversarial Diversity in Hanabi 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 Modeling Strong and Human-Like Gameplay with KL-Regularized Search ICML 2022