Qing Yang

Adaptive and Smooth Model Predictive Path Integral Control for Highly Dynamic Legged Locomotion

An enhanced model predictive path integral control framework that coordinates adaptive nominal-sequence update and perturbation generation within the standard control loop is proposed, which improves tracking accuracy, disturbance recovery, and contact-force smoothness while preserving the standard rollout-and-reweight...