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Accelerator Control using Gaussian Process Model Predictive Control Based Reinforcement Learning

<!--HTML-->Abstract: This project aims to develop a model-based Reinforcement Learning (RL) algorithm, based on the GP-MPC(Gaussian Process-Model Predictive Control) approach, for controlling accelerator systems using Machine Learning. By leveraging insufficient data and uncertainty quantifica...

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Detalles Bibliográficos
Autor principal: Aye, Su
Lenguaje:eng
Publicado: 2023
Materias:
Acceso en línea:http://cds.cern.ch/record/2868378

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