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• Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling
  2024 · 29 citations
• First SFT, Second RL, Third UPT: Continual Improving Multi-Modal LLM Reasoning via Unsupervised Post-Training
  2025 · 18 citations
• Learning Generalizable Agents via Saliency-Guided Features Decorrelation
  2023 · 3 citations
• Distributional Reward Estimation for Effective Multi-Agent Deep Reinforcement Learning
  2022 · 2 citations
• A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning
  2023 · 2 citations
• Instructed Diffuser with Temporal Condition Guidance for Offline Reinforcement Learning
  2023 · 1 citations
• In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought
  2024 · 1 citations
• Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning
  2025
• Decision Flow Policy Optimization
  2025
• Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start
  2025
• Continual Diffuser (CoD): Mastering Continual Offline Reinforcement Learning with Experience Rehearsal
  2024
• Solving Continual Offline RL through Selective Weights Activation on Aligned Spaces
  2024