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• A Geometric Perspective on Optimal Representations for Reinforcement Learning
  2019 · 34 citations
• Statistics and Samples in Distributional Reinforcement Learning
  2019 · 24 citations
• The Value Function Polytope in Reinforcement Learning
  2019 · 12 citations
• Show me the Way: Intrinsic Motivation from Demonstrations
  2020 · 5 citations
• Offline Reinforcement Learning with Pseudometric Learning
  2021 · 5 citations
• WARM: On the Benefits of Weight Averaged Reward Models
  2024 · 3 citations
• Continuous Control with Action Quantization from Demonstrations
  2021 · 2 citations
• Offline Reinforcement Learning with On-Policy Q-Function Regularization
  2023 · 2 citations
• WARP: On the Benefits of Weight Averaged Rewarded Policies
  2024 · 1 citations
• The Value-Improvement Path: Towards Better Representations for Reinforcement Learning
  2020
• Offline Reinforcement Learning as Anti-Exploration
  2021