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News/MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation
arxiv
PublishedMay 27, 2026 at 4:00 AM
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MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation

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arXiv:2605.27366v1 Announce Type: new Abstract: Large language model (LLM) agents rely on reusable skills to solve complex tasks. However, existing skill creation approaches treat skills as isolated and static artifacts, limiting their reusability, reliability, and long-term improvement. We propose

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