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• Tree Search for LLM Agent Reinforcement Learning
  2025 · 33 citations
• Mitigating error cancellation in density functional approximations via machine learning correction
  2025 · 3 citations
• Rethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents
  2026
• SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks
  2026
• ARGOS: Automated Functional Safety Requirement Synthesis for Embodied AI via Attribute-Guided Combinatorial Reasoning
  2026
• Towards Bridging the Reward-Generation Gap in Direct Alignment Algorithms
  2025
• SGIC: A Self-Guided Iterative Calibration Framework for RAG
  2025
• Evaluating Explanation Methods for Vision-and-Language Navigation
  2023
• FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only
  2024