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• Sample Complexity of Reinforcement Learning using Linearly Combined Model Ensembles
  2019 · 9 citations
• Adversarially Trained Actor Critic for Offline Reinforcement Learning
  2022 · 7 citations
• Adversarial Model for Offline Reinforcement Learning
  2023 · 4 citations
• A Minimax Learning Approach to Off-Policy Evaluation in Confounded Partially Observable Markov Decision Processes
  2021 · 2 citations
• Interaction-Grounded Learning with Action-inclusive Feedback
  2022 · 2 citations
• Offline Reinforcement Learning Under Value and Density-Ratio Realizability: The Power of Gaps
  2022 · 1 citations
• The Role of Coverage in Online Reinforcement Learning
  2022 · 1 citations
• Statistical Tractability of Off-policy Evaluation of History-dependent Policies in POMDPs
  2025
• Model Selection for Off-policy Evaluation: New Algorithms and Experimental Protocol
  2025
• Tiered Reinforcement Learning: Pessimism in the Face of Uncertainty and Constant Regret
  2022
• Offline Learning in Markov Games with General Function Approximation
  2023