When Does Multi-Agent Collaboration Help? An Entropy Perspective

Yuxuan Zhao, Sijia Chen, Ningxin Su

Multi-agent systems (MAS) have emerged as a prominent paradigm for leveraging large language models (LLMs) to tackle complex tasks. However, the mechanisms governing the effectiven…