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• Actor-Critic Provably Finds Nash Equilibria of Linear-Quadratic Mean-Field Games
  2019 · 19 citations
• Single-Timescale Actor-Critic Provably Finds Globally Optimal Policy
  2020 · 16 citations
• Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning
  2021 · 8 citations
• Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes
  2022 · 6 citations
• False Correlation Reduction for Offline Reinforcement Learning
  2021
• Offline Reinforcement Learning for Human-Guided Human-Machine Interaction with Private Information
  2022