Developing Robust Digital Twins and Reinforcement Learning for Accelerator Control Systems at the Fermilab Booster

D. Kafkes, M. Schram

We describe the offline machine learning (ML) development for an effort to precisely regulate the Gradient Magnet Power Supply (GMPS) at the Fermilab Booster accelerator complex vi…