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Uncertainty aware machine-learning-based surrogate models for particle accelerators: Study at the Fermilab Booster Accelerator Complex

by Schram, Malachi, Rajput, Kishansingh, NS, Karthik Somayaji, Li, Peng, St. John, Jason, Sharma, Himanshu
Published in Physical review. Accelerators and beams (01.04.2023)

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Extreme Risk Mitigation in Reinforcement Learning using Extreme Value Theory

by Karthik Somayaji NS, Wang, Yu, Schram, Malachi, Drgona, Jan, Halappanavar, Mahantesh, Liu, Frank, Li, Peng
Published in arXiv.org (24.08.2023)

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Extreme Risk Mitigation in Reinforcement Learning using Extreme Value Theory

by NS, Karthik Somayaji, Wang, Yu, Schram, Malachi, Drgona, Jan, Halappanavar, Mahantesh, Liu, Frank, Li, Peng
Year of Publication 24.08.2023

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Journal Article

Uncertainty aware machine-learning-based surrogate models for particle accelerators: Study at the Fermilab Booster Accelerator Complex

Extreme Risk Mitigation in Reinforcement Learning using Extreme Value Theory

Extreme Risk Mitigation in Reinforcement Learning using Extreme Value Theory

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