Automated Insulin Delivery

Automated insulin delivery systems aim to improve glucose regulation in people with type 1 diabetes through closed-loop insulin administration. Our research investigates learning-based control strategies for personalized insulin delivery, with particular attention to reinforcement learning, safety mechanisms, physiological constraints, and the integration of clinical knowledge.