Imitation Learning of MPC with Neural Networks: Error Guarantees and Sparsification

Hendrik Alsmeier, Lukas Theiner, Anton Savchenko +2

This paper presents a framework for bounding the approximation error in imitation model predictive controllers utilizing neural networks. Leveraging the Lipschitz properties of the…