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• Addressing Function Approximation Error in Actor-Critic Methods
  2018 · 2370 citations
• Off-Policy Deep Reinforcement Learning without Exploration
  2018 · 280 citations
• A Minimalist Approach to Offline Reinforcement Learning
  2021 · 164 citations
• Benchmarking Batch Deep Reinforcement Learning Algorithms
  2019 · 160 citations
• An Equivalence between Loss Functions and Non-Uniform Sampling in Experience Replay
  2020 · 14 citations
• A Deep Reinforcement Learning Approach to Marginalized Importance Sampling with the Successor Representation
  2021 · 2 citations
• Simplicial Embeddings Improve Sample Efficiency in Actor-Critic Agents
  2025
• Sparse-Reg: Improving Sample Complexity in Offline Reinforcement Learning using Sparsity
  2025
• Towards General-Purpose Model-Free Reinforcement Learning
  2025
• Exploiting Structure in Offline Multi-Agent RL: The Benefits of Low Interaction Rank
  2024
• Fairness in Reinforcement Learning with Bisimulation Metrics
  2024