# RoleFlow: Self-Evolving Multi-Role Agentic Collaboration via Structural Adaptation

**Published:** October 23, 2026
**Author:** Yi Ge, Pan Wang, Xuehao Cui, Zian Zeng, Xu Hu, Heng Huang, Furong Huang
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/roleflow-self-evolving-multi-role-agentic-collaboration-via-structural-a

arXiv:2610.30429v1 Announce Type: new Abstract: Large language model (LLM) based multi-agent systems often rely on predefined collaboration structures, limiting their adaptability to evolving task requirements. Although recent approaches enable dynamic orchestration,…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.30429)

**Tags:** #arXiv

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