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• Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch
  2020 · 3 citations
• Understanding Deep Neural Function Approximation in Reinforcement Learning via $ε$-Greedy Exploration
  2022 · 1 citations
• Identifiability and generalizability from multiple experts in Inverse Reinforcement Learning
  2022 · 1 citations
• Inverse Q-Learning Done Right: Offline Imitation Learning in $Q^π$-Realizable MDPs
  2025
• Optimistically Optimistic Exploration for Provably Efficient Infinite-Horizon Reinforcement and Imitation Learning
  2025
• What can online reinforcement learning with function approximation benefit from general coverage conditions?
  2023