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MPPI, Log-MPPI, TEB, DWA and PRIEST on dynamic environments [ICRA2024] This paper presents a novel Stochastic Optimal Control (SOC) method based on Model Predictive Telluride Neuromorphic Workshop tutorial For Model Predictive This video is a supplementary material to the paper "LP- Short video talking about our work to add an adaptive importance sampling step into model predictive The paper presents a multirotor control architecture, where Model Predictive

MPPI, Log-MPPI, TEB, DWA and PRIEST on BARN dataset Video shows testing of a miniature RC racecar being controlled with GPU accelerated Model Predictive Nav2 Model Predictive Path Integral Control -- Testing Example MPPI-IPDDP: a hybrid method for collision-free smooth trajectory generation This is my dissertation on applying the Model Predictive This video is accompanying the paper "Sampling-based Model Predictive Control Leveraging Parallelizable Physics Simulations".

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Ermano Arruda*, Michael Mathew*, Marek Kopicki, Michael Mistry, Morteza Azad and Jeremy L Wyatt. (* equal contribution) ... implement control cost - decouple control cost and temperature (lambda: 10.0, gamma: 0.1) - increase sampling std (all at 0.8) ... W-Safe MPPI implemented on a dynamic obstacle environment RA-L/IROS 2022 Abstract: We present a sampling-based control approach that can generate smooth actions for general nonlinear ...

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MPPI controller on indoor track
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MPPI controller on indoor track

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MPPI controller on indoor track

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

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Stein Variational Guided Model Predictive Path Integral Control
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Stein Variational Guided Model Predictive Path Integral Control

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LTC21 Tutorial MPPI
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LTC21 Tutorial MPPI

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Telluride Neuromorphic Workshop tutorial For Model Predictive

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Last Updated: May 22, 2026

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