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Metacognition as Reward: Reinforcing LLM Reasoning via Knowledge and Regulation Signals
将元认知原理引入LLM推理强化，用知识和调节信号作为奖励，探索提升模型推理能力的新路径。
arXiv:2605.23384v1 Announce Type: cross Abstract: Recent RL methods have substantially improved the reasoning abilities of LLMs. Existing reward desig…