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Time-Correlated Model Predictive Path Integral: Smooth Action Generation for Sampling-Based Control
Stein Variational Guided Model Predictive Path Integral Control
Model Predictive Path Integral Control on TurtleBot
[ICRA2026] LP-MPPI: Enhancing Model Predictive Path Integral Control with Low-Pass Sample Filtering
Model Predictive Control
Output-Sampled Model Predictive Path Integral Control (o-MPPI) for Increased Efficiency
Chance-Constrained Unscented Model Predictive Path Integral (C2U-MPPI) Vs Safe Horizon MPC (SH-MPC)
Biased-MPPI: Informing Sampling-Based Model Predictive Control by Fusing Ancillary Controllers
Generic Model Predictive Path Integral (MPPI) Control Framework: A Quadrotor Case Study
Multi-vehicle Control with Model Predictive Path Integral Control
RMPPI RAL
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Last Updated: September 29, 2026
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Summary
This video shows the 1/5 scale Georgia Tech AutoRally racing around the a dirt test track, utilizing a stochastic optimal Telluride Neuromorphic Workshop tutorial For Short video talking about our work to add an adaptive importance sampling step into [ICRA2024] This paper presents a novel Stochastic Optimal This video is a supplementary material to the paper "LP-MPPI: Enhancing This lecture provides an overview of The video is a supporting material for the paper, Title: Output-Sampled Extended evaluations of C2U-MPPI against Safe Horizon MPC. Full Video: youtu.be/WG1XLcRT4v8 arXiv: ... Paper website: autonomousrobots.nl/paper_websites/biased-mppi. This video is a part of the work presented in ... Grady Williams, Andrew Aldrich, and Evangelos A. Theodorou. "
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