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🎛️ MPPI

5 repositories

This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in MATLAB and R…

C++ 17 2 Updated Sep 5, 2023

Model Predictive Path Integral Control using isaacgym for rollouts, gpu-accelerated

Python 257 30 Updated Nov 13, 2024

Model Predictive Path Integral (MPPI) with approximate dynamics implemented in pytorch

Python 567 65 Updated Nov 14, 2024

Code for the IEEE Robotics and Automation Letters paper titled "Multi-Modal MPPI and Active Inference for Reactive Task and Motion Planning"

Python 63 4 Updated Mar 6, 2025

Sampling-based model predictive control on GPU with JAX/MJX

Python 168 24 Updated Jun 13, 2025
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