5–7 Jul 2023
Dresden
Europe/Berlin timezone

Overview of Reinforcement Learning Development for Particle Accelerators

6 Jul 2023, 09:40
20m
Dresden

Dresden

Helmholtz-Zentrum Dresden-Rossendorf (HZDR)
Oral presentation Beam control Session: Controls/Seeding/DAQ

Speaker

Chenran Xu (KIT)

Description

In this talk, I will give an overview of the recent development of reinforcement learning-based controllers for particle accelerators, with a focus on the transverse beam tuning task at linear accelerators.

Primary author

Presentation materials