Multi-Agent System Search via Active Substructure-aware Policy Optimization.

arXiv:2609.32430v1 Announce Type: new Abstract: LLMs enable multi-agent systems (MAS) to tackle complex tasks, but manually designing agent roles, prompts, and communication structures requires substantial expertise and effort. This motivates learning policies