Learning for Online Mixed-Integer Model Predictive Control with Parametric Optimality Certificates

Luigi Russo, Siddharth H. Nair, Luigi Glielmo +1

We propose a supervised learning framework for computing solutions of multi-parametric Mixed Integer Linear Programs (MILPs) that arise in Model Predictive Control. Our approach al…