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• Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations
  2019 · 120 citations
• Self-Supervised Online Reward Shaping in Sparse-Reward Environments
  2021 · 39 citations
• Risk-Aware Active Inverse Reinforcement Learning
  2019 · 21 citations
• Deep Bayesian Reward Learning from Preferences
  2019 · 15 citations
• PixL2R: Guiding Reinforcement Learning Using Natural Language by Mapping Pixels to Rewards
  2020 · 13 citations
• Data-Efficient Policy Evaluation Through Behavior Policy Search
  2017 · 9 citations
• Importance Sampling Policy Evaluation with an Estimated Behavior Policy
  2018 · 8 citations
• Models of human preference for learning reward functions
  2022 · 8 citations
• Adversarial Intrinsic Motivation for Reinforcement Learning