Talk Structurally, Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems

Zhao Wang, Sota Moriyama, Wei-Yao Wang +2

Recent advancements in LLM-based multi-agent (LLM-MA) systems have shown promise, yet significant challenges remain in managing communication and refinement when agents collaborate…