Transformer-Based Model Predictive Path Integral Control

Shrenik Zinage, Vrushabh Zinage, Efstathios Bakolas

This paper presents a novel approach to improve the Model Predictive Path Integral (MPPI) control by using a transformer to initialize the mean control sequence. Traditional MPPI m…