Sample-efficient reinforcement learning for CERN accelerator control

by Verena Kain, Simon Hirlander, Brennan Goddard, Francesco Maria Velotti, Giovanni Zevi Della Porta, Niky Bruchon, Gianluca Valentino
Published 2020-12-01

Online multi-objective particle accelerator optimization of the AWAKE electron beam line for simultaneous emittance and orbit control

by Alexander Scheinker, Simon Hirlaender, Francesco Maria Velotti, Spencer Gessner, Giovanni Zevi Della Porta, Verena Kain, Brennan Goddard, Rebecca Ramjiawan
Published 2020-05-01