Stein-based Optimization of Sampling Distributions in Model Predictive Path Integral Control

Jace Aldrich, Odest Chadwicke Jenkins

This paper introduces a method for Model Predictive Path Integral (MPPI) control that optimizes sample generation towards an optimal trajectory through Stein Variational Gradient D…