Imitation Learning from Nonlinear MPC via the Exact Q-Loss and its Gauss-Newton Approximation

Andrea Ghezzi, Jasper Hoffman, Jonathan Frey +2

This work presents a novel loss function for learning nonlinear Model Predictive Control policies via Imitation Learning. Standard approaches to Imitation Learning neglect informat…