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• Don't Change the Algorithm, Change the Data: Exploratory Data for Offline Reinforcement Learning
  2022 · 21 citations
• Frequentist Regret Bounds for Randomized Least-Squares Value Iteration
  2019 · 17 citations
• Offline RL Without Off-Policy Evaluation
  2021 · 16 citations
• When does return-conditioned supervised learning work for offline reinforcement learning?
  2022 · 4 citations
• Incorporating Explicit Uncertainty Estimates into Deep Offline Reinforcement Learning
  2022 · 2 citations
• The Art of Scaling Reinforcement Learning Compute for LLMs
  2025
• Quantile Filtered Imitation Learning
  2021
• Visual Backtracking Teleoperation: A Data Collection Protocol for Offline Image-Based Reinforcement Learning
  2022