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• Soft Actor-Critic Algorithms and Applications
  2018 · 1967 citations
• Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
  2020 · 796 citations
• Conservative Q-Learning for Offline Reinforcement Learning
  2020 · 537 citations
• Model-Based Reinforcement Learning for Atari
  2019 · 421 citations
• D4RL: Datasets for Deep Data-Driven Reinforcement Learning
  2020 · 332 citations
• Behavior Regularized Offline Reinforcement Learning
  2019 · 249 citations
• Stabilizing Off-Policy Q-Learning via Bootstrapping Error Reduction
  2019 · 235 citations
• Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion
  2018 · 97 citations
• The Mirage of Action-Dependent Baselines in Reinforcement Learning
  2018 · 45 citations
• Learning to Walk via Deep Reinforcement Learning