Yrithu T. Pillay

A Reinforcement Learning Tuned Hybrid Type-3 Fuzzy Logic Controller for Exercise and Meal Aware Blood Glucose Regulation in Type 1 Diabetics for Artificial Pancreas

Effective blood glucose regulation in individuals with Type 1 diabetes remains a challenging control problem due to strong nonlinearities, inter-patient variability, and unmodeled disturbances such as physical activity. Exercise introduces rapid and highly uncertain changes in insulin sensitivity, often leading to hypo...