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Control of Blood Glucose for Type-1 Diabetes by Using Reinforcement Learning with Feedforward Algorithm

BACKGROUND: Type-1 diabetes is a condition caused by the lack of insulin hormone, which leads to an excessive increase in blood glucose level. The glucose kinetics process is difficult to control due to its complex and nonlinear nature and with state variables that are difficult to measure. METHODS:...

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Detalles Bibliográficos
Autores principales: Ngo, Phuong D., Wei, Susan, Holubová, Anna, Muzik, Jan, Godtliebsen, Fred
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6332998/
https://www.ncbi.nlm.nih.gov/pubmed/30693047
http://dx.doi.org/10.1155/2018/4091497