Sampling Strategy Design for Model Predictive Path Integral Control on Legged Robot Locomotion

Chuyuan Tao, Fanxin Wang, Haolong Jiang +3

Model Predictive Path Integral (MPPI) control has emerged as a powerful sampling-based optimal control method for complex, nonlinear, and high-dimensional systems. However, directl…