Microsecond-Latency Feedback at a Particle Accelerator by Online Reinforcement Learning on Hardware

Luca Scomparin, Michele Caselle, Andrea Santamaria Garcia +11

The commissioning and operation of future large-scale scientific experiments will challenge current tuning and control methods. Reinforcement learning (RL) algorithms are a promisi…