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Beyond PID Controllers: PPO with Neuralized PID Policy for Proton Beam Intensity Control in Mu2e

Fuente: arXiv

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Bibliographic Details
Main Authors:	Xu, Chenwei, Hu, Jerry Yao-Chieh, Narayanan, Aakaash, Thieme, Mattson, Nagaslaev, Vladimir, Austin, Mark, Arnold, Jeremy, Berlioz, Jose, Hanlet, Pierrick, Ibrahim, Aisha, Nicklaus, Dennis, Mitrevski, Jovan, John, Jason Michael St., Pradhan, Gauri, Saewert, Andrea, Seiya, Kiyomi, Schupbach, Brian, Thurman-Keup, Randy, Tran, Nhan, Shi, Rui, Ogrenci, Seda, Shuping, Alexis Maya-Isabelle, Hazelwood, Kyle, Liu, Han
Format:	Preprint
Published:	2023
Subjects:	Machine Learning Artificial Intelligence Accelerator Physics
Online Access:	Acceder al recurso
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