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• An Optimistic Perspective on Offline Reinforcement Learning
  2019 · 95 citations
• Revisiting Fundamentals of Experience Replay
  2020 · 83 citations
• Learning to Generalize from Sparse and Underspecified Rewards
  2019 · 46 citations
• Deep Reinforcement Learning at the Edge of the Statistical Precipice
  2021 · 41 citations
• Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning
  2021 · 27 citations
• RL Unplugged: A Suite of Benchmarks for Offline Reinforcement Learning
  2020 · 9 citations
• Implicit Under-Parameterization Inhibits Data-Efficient Deep Reinforcement Learning
  2020 · 7 citations
• DR3: Value-Based Deep Reinforcement Learning Requires Explicit Regularization
  2021 · 6 citations
• Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress
  2022 · 6 citations