Efficient sparse GP-MPC with accurate mean and variance propagation applied for quadcopter flight control

Giannis Badakis, Mircea Lazar, Roland Toth

This paper presents a computationally efficient approach for Gaussian process model predictive control (GP-MPC), where Gaussian process (GP) regression is used to complement a base…