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Model Predictive Optimized Path Integral Strategies - ICRA Video
MPPI, Log-MPPI, TEB, DWA and PRIEST on BARN dataset
PA-MPPI: Perception-Aware MPPI Control for Quadrotor Navigation in Unknown Environments (RA-L'26)
Output-Sampled Model Predictive Path Integral Control (o-MPPI) for Increased Efficiency
Presentation of MPPI for Partially Observable Navigation: A Quadrotor Case Study at ICARCV 2020.
MPPI using IsaacGym - Experimental results
ROS2 Nav2 Smooth MPPI Implementation - 1 (in progress)
W-Safe MPPI implemented on a dynamic obstacle environment
Generic Model Predictive Path Integral (MPPI) Control Framework: A Quadrotor Case Study
[F1TENTH] Autonomous Racing Trajectory Planning with MPPI
LTC21 Tutorial MPPI Quickstart
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Last Updated: October 21, 2026
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Telluride Neuromorphic Workshop tutorial For Model Predictive Path Integral Control method of G. Williams, A. Aldrich, and E. A. ... 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 path integral control ( Quadrotor navigation in unknown environments is critical for practical missions such as search-and-rescue. Solving this problem ... The video is a supporting material for the paper, Title: Output-Sampled Model Predictive Path Integral Control (o- This is the presentation of our article entitled" Model Predictive Path Integral Control Framework for Partially Observable ... This video is accompanying the paper "Sampling-based Model Predictive Control Leveraging Parallelizable Physics Simulations". implement control cost - decouple control cost and temperature (lambda: 10.0, gamma: 0.1) - increase sampling std (all at 0.8) ... This video is a part of the work presented in ... Our team participated to compete in the 22nd F1TENTH Autonomous Grand Prix at CDC Milan 2024! In the time-trial, our team ...