X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs

Rui Ye, Xiangrui Liu, Qimin Wu +4

LLM-based multi-agent systems (MAS) extend the capabilities of single LLMs by enabling cooperation among multiple specialized agents. However, most existing MAS frameworks rely on…