Output Sampled Model Predictive Path

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

The video is a supporting material for the paper, Title:

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

This video is a supplementary material to the paper "LP-MPPI: Enhancing

LTC21 Tutorial MPPI

Telluride Neuromorphic Workshop tutorial For

Robust Model Predictive Path Integral Control (RMPPI)

... utilizing a stochastic optimal control technique called Robust

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

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

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

Classical

Stein Variational Guided Model Predictive Path Integral Control

[ICRA2024] This paper presents a novel Stochastic Optimal Control (SOC) method based on

Sampling based MPC using MPPI update rule

Correction: At 4:15, N should also be 3.

[RAL/IROS 2022] Smooth Model Predictive Path Integral Control without Smoothing

Model Predictive Path

MPPI using IsaacGym - Experimental results

This video is accompanying the paper "

Model Predictive Control

This lecture provides an overview of

Model Predictive Optimized Path Integral Strategies - ICRA Video

Short video talking about our work to add an adaptive importance

Model predictive path following visualisation

RViz visualisation of the an optimisation-based