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

arXiv:2605.04922v2 Announce Type: replace-cross Abstract: LLM-empowered multi-agent systems offer new potential to accelerate scientific discovery by generating novel research ideas. However, existing methods typically coordinate agents through temporary texts