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• Towards Empowerment Gain through Causal Structure Learning in Model-Based RL
  2025 · 1 citations
• Causal Information Prioritization for Efficient Reinforcement Learning
  2025 · 1 citations
• Tool-Aware Optimization with Entropy Guidance for Efficient Agentic Reinforcement Learning
  2026
• Thinking-Based Non-Thinking: Solving the Reward Hacking Problem in Training Hybrid Reasoning Models via Reinforcement Learning
  2026
• Multi-Agent Reinforcement Learning with Communication-Constrained Priors
  2025
• Efficient Reinforcement Learning with Semantic and Token Entropy for LLM Reasoning
  2025
• Model-Based Offline Reinforcement Learning with Adversarial Data Augmentation
  2025