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SkillFlow: Flow-Driven Recursive Skill Evolution for Agentic Orchestration

Zhang, Mingda et al.
arXiv (All) · Papers
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artificial-intelligence
In recent years, a variety of powerful LLM-based agentic systems have been applied to automate complex tasks through task orchestration. However, existing orchestration methods still face key challenges, including strategy collapse under reward maximization, high gradient variance with opaque credit
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