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• When Can We Learn General-Sum Markov Games with a Large Number of Players Sample-Efficiently?
  2021 · 7 citations
• Performance and limitations of the QAOA at constant levels on large sparse hypergraphs and spin glass models
  2022 · 2 citations
• Partially Observable RL with B-Stability: Unified Structural Condition and Sharp Sample-Efficient Algorithms
  2022 · 2 citations
• Unified Algorithms for RL with Decision-Estimation Coefficients: PAC, Reward-Free, Preference-Based Learning, and Beyond
  2022 · 1 citations
• Lower Bounds for Learning in Revealing POMDPs
  2023 · 1 citations
• Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining
  2023 · 1 citations
• SPEED-RL: Faster Training of Reasoning Models via Online Curriculum Learning
  2025