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python_simple_mppi
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python_simple_mppi

Python implementation of MPPI (Model Predictive Path-Integral) controller to understand the basic idea. Mandatory dependencies are numpy and matplotlib only.

by MizuhoAOKI · GitHub
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animationautonomous-drivingautonomous-vehiclesJupyter Notebook
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Experiment with a simple controller for autonomous vehicles using Python and visualize the results.

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2026-07-202026-08-31
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Python implementation of MPPI (Model Predictive Path-Integral) controller to understand the basic idea. Mandatory dependencies are numpy and matplotlib only.

python_simple_mppi has 717 stars on GitHub. It has been forked 70 times. python_simple_mppi is written mainly in Jupyter Notebook. It has been in active development since 2023. Its main topics are animation, autonomous-driving, autonomous-vehicles, cartpole.

Frequently asked questions

What is python_simple_mppi?

Python implementation of MPPI (Model Predictive Path-Integral) controller to understand the basic idea. Mandatory dependencies are numpy and matplotlib only.

Is python_simple_mppi open source?

python_simple_mppi is an open-source project.

Is python_simple_mppi free?

Yes. python_simple_mppi is free and open source — you can use, modify and self-host it.

What language is python_simple_mppi written in?

python_simple_mppi is written mainly in Jupyter Notebook.

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