Sample-Efficient and Smooth Cross-Entropy Method Model Predictive Control Using Deterministic Samples

Markus Walker, Daniel Frisch, Uwe D. Hanebeck

Cross-entropy method model predictive control (CEM--MPC) is a powerful gradient-free technique for nonlinear optimal control, but its performance is often limited by the reliance o…