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• Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling
  2022 · 6 citations
• Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning
  2023 · 3 citations
• C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory
  2024 · 2 citations
• DiffusionNFT: Online Diffusion Reinforcement with Forward Process
  2025
• Policy Learning for Robust Markov Decision Process with a Mismatched Generative Model
  2022
• On the Reuse Bias in Off-Policy Reinforcement Learning
  2022
• Task Aware Dreamer for Task Generalization in Reinforcement Learning
  2023