Online learning-based Model Predictive Control with Gaussian Process Models and Stability Guarantees

Michael Maiworm, Daniel Limon, Rolf Findeisen

Model predictive control allows to provide high performance and safety guarantees in the form of constraint satisfaction. These properties, however, can be satisfied only if the un…