Real-Time Online Learning for Model Predictive Control using a Spatio-Temporal Gaussian Process Approximation

Lars Bartels, Amon Lahr, Andrea Carron +1

Learning-based model predictive control (MPC) can enhance control performance by correcting for model inaccuracies, enabling more precise state trajectory predictions than traditio…