When Search Becomes Memory: Turning Robot Design Trials into Transferable Skills

Yunfei Wang, Xiaohao Xu, Yang Li +1

Large language models (LLMs) are increasingly used as proposal generators for evolutionary robot design, yet most loops remain memoryless: simulator results shape the next populati…