Title : A Reinforcement Learning-Based Method for Management of Type 1 Diabetes: Exploratory Study.

Pub. Date : 2019 Aug 28

PMID : 31464196






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1 METHODS: This research presents a model-free data-driven RL algorithm, namely Q-learning, that recommends insulin doses to regulate the blood glucose level of a T1DM patient, considering his or her state defined by glycated hemoglobin (HbA1c) levels, body mass index, engagement in physical activity, and alcohol usage. Alcohols insulin Homo sapiens