Gradient-augmented Supervised Learning of Optimal Feedback Laws Using State-dependent Riccati Equations

Giacomo Albi, Sara Bicego, Dante Kalise

A supervised learning approach for the solution of large-scale nonlinear stabilization problems is presented. A stabilizing feedback law is trained from a dataset generated from St…