[HTML][HTML] Offline reinforcement learning for safer blood glucose control in people with type 1 diabetes

H Emerson, M Guy, R McConville - Journal of Biomedical Informatics, 2023 - Elsevier
The widespread adoption of effective hybrid closed loop systems would represent an
important milestone of care for people living with type 1 diabetes (T1D). These devices …

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

P Viroonluecha, E Egea-Lopez, J Santa - IEEE Access, 2023 - ieeexplore.ieee.org
Patients with Type 1 diabetes must closely monitor their blood glucose levels and inject
insulin to control them. Automated glucose control methods that remove the need for human …