MPC-guided Imitation Learning of Neural Network Policies for the Artificial Pancreas

Hongkai Chen, Nicola Paoletti, Scott A. Smolka +1

Even though model predictive control (MPC) is currently the main algorithm for insulin control in the artificial pancreas (AP), it usually requires complex online optimizations, wh…