Ising Machines for Model Predictive Path Integral-Based Optimal Control

Lorin Werthen-Brabants, Pieter Simoens

We present a sampling-based Model Predictive Control (MPC) method that implements Model Predictive Path Integral (MPPI) as an \emph{Ising machine}, suitable for novel forms of prob…