Leon Liangwu Yan

Output-Sampled Model Predictive Path Integral Control (o-MPPI) for Increased Efficiency

The success of the model predictive path integral control (MPPI) approach depends on the appropriate selection of the input distribution used for sampling. However, it can be challenging to select inputs that satisfy output constraints in dynamic environments. The main contribution of this paper is…