Evaluation of Offline Reinforcement Learning for Blood Glucose Level Control in Type 1 Diabetes

Phuwadol Viroonluecha, Esteban Egea-Lopez, Jose Santa
January 2023
Cite DOI
Type
Journal article
Publication
IEEE Access, Vol. 11, No. , PP. 104643-104655, DOI: 10.1109/ACCESS.2023.3318324
Glucose;Insulin;Blood;Training;Prediction algorithms;Reinforcement learning;Trajectory;Transformers;Machine learning;Pancreas;Patient monitoring;T1D blood glucose control;offline reinforcement learning;transformer;artificial pancreas;machine learning