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A Reinforcement Learning–Based Method for Management of Type 1 Diabetes: Exploratory Study

A Reinforcement Learning–Based Method for Management of Type 1 Diabetes: Exploratory Study

Javad et al (2015) proposed an RL approach for insulin dosage recommendation for patients with T1 DM using an insulin pump based on the data from limited number of patients and states [26]. In this study, we use a data-driven approach where an RL agent learns the model from patient data.

Mahsa Oroojeni Mohammad Javad, Stephen Olusegun Agboola, Kamal Jethwani, Abe Zeid, Sagar Kamarthi

JMIR Diabetes 2019;4(3):e12905