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• Fast Policy Learning through Imitation and Reinforcement
  2018 · 44 citations
• Bellman-consistent Pessimism for Offline Reinforcement Learning
  2021 · 16 citations
• Heuristic-Guided Reinforcement Learning
  2021 · 14 citations
• Cautiously Optimistic Policy Optimization and Exploration with Linear Function Approximation
  2021 · 7 citations
• Adversarially Trained Actor Critic for Offline Reinforcement Learning
  2022 · 7 citations
• Hindsight Learning for MDPs with Exogenous Inputs
  2022 · 5 citations
• Adversarial Model for Offline Reinforcement Learning
  2023 · 4 citations
• Trajectory-wise Control Variates for Variance Reduction in Policy Gradient Methods
  2019 · 3 citations
• A Reduction from Reinforcement Learning to No-Regret Online Learning
  2019 · 3 citations
• RMP2: A Structured Composable Policy Class for Robot Learning
  2021 · 3 citations
• Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences
  2024 · 2 citations
• Predictor-Corrector Policy Optimization
  2018 · 1 citations
• Improving Offline RL by Blending Heuristics
  2023 · 1 citations
• Survival Instinct in Offline Reinforcement Learning
  2023 · 1 citations
• Provably Efficient Lifelong Reinforcement Learning with Linear Function Approximation
  2022