Output-Lifted Learning Model Predictive Control

Siddharth H. Nair, Ugo Rosolia, Francesco Borrelli

We propose a computationally efficient Learning Model Predictive Control (LMPC) scheme for constrained optimal control of a class of nonlinear systems where the state and input can…