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• Decision Transformer: Reinforcement Learning via Sequence Modeling
  2021 · 465 citations
• Reinforcement Learning with Augmented Data
  2020 · 247 citations
• Decoupling Representation Learning from Reinforcement Learning
  2020 · 65 citations
• Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning
  2019 · 47 citations
• SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning
  2020 · 47 citations
• Context-aware Dynamics Model for Generalization in Model-Based Reinforcement Learning
  2020 · 28 citations
• State Entropy Maximization with Random Encoders for Efficient Exploration
  2021 · 22 citations
• Offline-to-Online Reinforcement Learning via Balanced Replay and Pessimistic Q-Ensemble
  2021 · 18 citations
• Dynamics Generalization via Information Bottleneck in Deep Reinforcement Learning