Sampling-based Model Predictive Control Using Trust Regions

Markus Walker, Marcel Reith-Braun, Daniel Frisch +1

Sampling-based model predictive control (MPC) algorithms, such as model predictive path integral (MPPI), enable approximate, gradient-free solutions to optimal control problems by…