MASPO: Joint Prompt Optimization for LLM-based Multi-Agent Systems

arXiv:2605.06623v1 Announce Type: new Abstract: Large language model (LLM)-based Multi-agent systems (MAS) have shown promise in tackling complex collaborative tasks, where agents are typically orchestrated via role-specific prompts. While the quality of these prompts is pivotal, jointly optimizing...