Graph Reinforcement Learning for Exploring BSM Model Spaces

George N. Wojcik, Shu Tian Eu, Lisa L. Everett

We present a methodology for performing scans of BSM parameter spaces with reinforcement learning (RL). We identify a novel procedure using graph neural networks that is capable of…