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

Chenwei Xu,Jerry Yao-Chieh Hu, Aakaash Narayanan,Mattson Thieme, Vladimir Nagaslaev, Mark Austin, Jeremy Arnold, Jose Berlioz, Pierrick Hanlet, Aisha Ibrahim, Dennis Nicklaus,Jovan Mitrevski,Jason Michael St. John,Gauri Pradhan, Andrea Saewert,Kiyomi Seiya,Brian Schupbach,Randy Thurman-Keup,Nhan Tran, Rui Shi,Seda Ogrenci, Alexis Maya-Isabelle Shuping,Kyle Hazelwood, Han Liu

arXiv (Cornell University)(2023)

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Neutral Beam Injection
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