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Plan Then Action:High-Level Planning Guidance Reinforcement Learning for LLM Reasoning
提出“先规划后行动”范式，用高级规划指导强化学习，显著提升LLM复杂推理能力与可靠性。
arXiv:2510.01833v2 Announce Type: replace Abstract: Large language models (LLMs) demonstrate strong reasoning abilities via Chain-of-Thought (CoT), bu…