Control of blood glucose for type-1 diabetes by using reinforcement learning with feedforward algorithm

DOI10.1155/2018/4091497zbMath1431.92064OpenAlexW2907400679WikidataQ61453748 ScholiaQ61453748MaRDI QIDQ1728807

Phuong D. Ngo, Anna Holubová, Jan Muzik, Susan Wei, Fred Godtliebsen

Publication date: 26 February 2019

Published in: Computational \& Mathematical Methods in Medicine (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2018/4091497

zbMATH Keywords

reinforcement learningblood glucose controltype-1 diabetes

Mathematics Subject Classification ID

Filtering in stochastic control theory (93E11) Medical applications (general) (92C50) Iterative learning control (93B47)

Related Items (3)

Policy iteration reinforcement learning-based control using a grey wolf optimizer algorithm ⋮ Reinforcement learning-based control using Q-learning and gravitational search algorithm with experimental validation on a nonlinear servo system ⋮ On the Control of the Navier-Stokes Equations and Related Systems

Uses Software

• Optimization Toolbox
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Cites Work

• Disturbance rejection in linear systems †
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