Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation

Jiangwen Dong, Bo Li, Wanyu Lin

LLM-empowered multi-agent systems offer new potential to accelerate scientific discovery by generating novel research ideas. However, existing methods typically coordinate agents t…