Model Predictive Path Integral Control

Model Predictive Path Integral Control Information Guide

1. Introduction on Model Predictive Path Integral Control
2. Key Details
3. History
4. Full Guide
5. Final Thoughts

Introduction on Model Predictive Path Integral Control

[ICRA2024] This paper presents a novel Stochastic Optimal This video shows the 1/5 scale Georgia Tech AutoRally racing around the a dirt test track, utilizing a stochastic optimal This video is part of an ICRA 2016 submission. The Georgia Tech AutoRally platform drives fully autonomously using only ... Model Predictive Path Integral Control on TurtleBot This video is a supplementary material to the paper "LP-MPPI: Enhancing MPPI, Log-MPPI, TEB, DWA and PRIEST on dynamic environments

Uh hi all uh in this video we see a paper titled switching uh sampling space of a Ermano Arruda*, Michael Mathew*, Marek Kopicki, Michael Mistry, Morteza Azad and Jeremy L Wyatt. (* equal contribution) ... Active Learning with Dual Model Predictive Path-Integral Control for Interaction-Aware Merging

Key Details

History

Model Predictive Control

Model Predictive Path Integral Control on TurtleBot

[ICRA2026] LP-MPPI: Enhancing Model Predictive Path Integral Control with Low-Pass Sample Filtering

MPPI, Log-MPPI, TEB, DWA and PRIEST on dynamic environments

Model Predictive Path-Integral Controller for 4WIDS Autonomous Driving

Uncertainty Averse Pushing with Model Predictive Path Integral Control

Active Learning with Dual Model Predictive Path-Integral Control for Interaction-Aware Merging

Model Predictive Path Integral Control For Car Driving With Dynamic Cost Map

Geometric Model Predictive Path Integral for Agile UAV Control with Online Collision Avoidance

Full Guide

Data is compiled from public records and verified media reports.

Last Updated: June 11, 2026

Final Thoughts

Disclaimer: Disclaimer: Details estimates are based on publicly available data, media reports, and financial analysis. Actual numbers may vary.