GAE: Graph-Augmented Evolution for Scientific Discovery via Reinforcement Optimization

Xuanzhou Chen, Taoli Cheng

Evolutionary program search guided by Large Language Models (LLMs) has emerged as a powerful paradigm for automated scientific discovery. However, current approaches are fundamenta…