Model-Predictive Control with NUP Priors

Raphael Keusch, Hans-Andrea Loeliger

Normals with unknown variance (NUV) and, more generally, normals with unknown parameters (NUP) can represent many useful priors including L_p norms and other sparsifying priors, an…