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Test of Machine Learning at the CERN LINAC4

The CERN H$^-$ linear accelerator, LINAC4, served as a test bed for advanced algorithms during the CERN Long Shutdown 2 in the years 2019/20. One of the main goals was to show that reinforcement learning with all its benefits can be used as a replacement for numerical optimization and as a complemen...

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Detalles Bibliográficos
Autores principales: Kain, Verena, Bruchon, Niky, Hirlaender, Simon, Madysa, Nico, Skowroński, Piotr, Valentino, Gianluca, Vojskovic, Isabella
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:https://dx.doi.org/10.18429/JACoW-HB2021-TUEC4
http://cds.cern.ch/record/2841807