Sampling-Based Control via Entropy-Regularized Optimal Transport

Vincent Pacelli, Akash Ratheesh, Evangelos A. Theodorou

Sampling-based model predictive control methods like MPPI and CEM are essential for real-time control of nonlinear robotic systems, particularly where discontinuous dynamics preclu…