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• PlayVirtual: Augmenting Cycle-Consistent Virtual Trajectories for Reinforcement Learning
  2021 · 14 citations
• Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning
  2022 · 5 citations
• Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning
  2023 · 1 citations
• Goal-Driven Reward by Video Diffusion Models for Reinforcement Learning
  2025
• Plasticine: Accelerating Research in Plasticity-Motivated Deep Reinforcement Learning
  2025
• Adaptive Data Exploitation in Deep Reinforcement Learning
  2025
• Deep Reinforcement Learning with Hybrid Intrinsic Reward Model
  2025
• Open-World Reinforcement Learning over Long Short-Term Imagination
  2024
• RLeXplore: Accelerating Research in Intrinsically-Motivated Reinforcement Learning
  2024
• Tackling Visual Control via Multi-View Exploration Maximization
  2022
• Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning
  2023
• RLLTE: Long-Term Evolution Project of Reinforcement Learning
  2023