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Zhilong Ge

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SkillGym: Internalizing Human Skills into LLMs for Real-World Problem Solving

Zhilong Ge, Yuting Shao, Yutao Yang وآخرون · 2026

Human-written agent skills encode rich workflows for real-world problem solving, but are typically used as external inference-time instructions rather than internalized as reusable model capabilities. We introduce \texttt{SkillGym}, a framework that transforms these skills into executable, verifiable training environme …

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