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

Abstract

This exploratory study demonstrates that an RL algorithm can be used to recommend personalized insulin doses to achieve adequate glycemic control in patients with T1DM. However, further investigation in a larger sample of patients is needed to confirm these findings.