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

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 orchest