CoWork-X: Experience-Optimized Co-Evolution for Multi-Agent Collaboration System

Zexin Lin, Jiachen Yu, Haoyang Zhang +5

Large language models are enabling language-conditioned agents in interactive environments, but highly cooperative tasks often impose two simultaneous constraints: sub-second real-…