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• Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions
  2020 · 12 citations
• Risk Sensitive Dead-end Identification in Safety-Critical Offline Reinforcement Learning
  2023 · 4 citations
• Learning-to-defer for sequential medical decision-making under uncertainty
  2021 · 3 citations
• The Unintended Consequences of Discount Regularization: Improving Regularization in Certainty Equivalence Reinforcement Learning
  2023 · 1 citations
• Learning from Failures: Understanding LLM Alignment through Failure-Aware Inverse RL
  2025
• Policy Optimization with Sparse Global Contrastive Explanations
  2022
• Decision-Focused Model-based Reinforcement Learning for Reward Transfer
  2023
• Bayesian Inverse Transition Learning for Offline Settings
  2023
• Decision-Point Guided Safe Policy Improvement
  2024
• Bayesian Inverse Transition Learning: Learning Dynamics From Near-Optimal Trajectories
  2024