Model Predictive Path Integral (MPPI) Control is a powerful algorithm introduced in a 2015 publication titled “Model Predictive Path Integral Control Using Covariance Variable Importance Sampling.” Developed by a research group, MPPI offers a unique approach to controlling nonlinear systems subject to specific disturbances.
