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• Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels
  2020 · 171 citations
• Offline Reinforcement Learning with Implicit Q-Learning
  2021 · 131 citations
• AlgaeDICE: Policy Gradient from Arbitrary Experience
  2019 · 82 citations
• Automatic Data Augmentation for Generalization in Deep Reinforcement Learning
  2020 · 52 citations
• Offline Reinforcement Learning with Fisher Divergence Critic Regularization
  2021 · 39 citations
• Imitation Learning via Off-Policy Distribution Matching
  2019 · 30 citations
• A Walk in the Park: Learning to Walk in 20 Minutes With Model-Free Reinforcement Learning
  2022 · 25 citations
• Training Diffusion Models with Reinforcement Learning
  2023 · 21 citations
• Statistical Bootstrapping for Uncertainty Estimation in Off-Policy Evaluation
  2020 · 15 citations
• Efficient Online Reinforcement Learning with Offline Data