10000 GitHub - stephane-caron/vhip_light: Variable-height inverted pendulum balancing in Python
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VHIP balancing in Python

Python code for Biped Stabilization by Linear Feedback of the Variable-Height Inverted Pendulum Model.

The main script unrolls VHIP trajectories with different balance controllers and reproduces plots as in the paper:

image

This repository is a lighter implementation of the original script vhip_stabilization.py that was released with the paper.

Installation

The recommended way is to use Conda:

conda create -f environment.yaml
conda activate vhip_light

Alternatively, you can install all dependencies from PyPI:

pip install cvxpy ipython matplotlib qpsolvers scipy

Usage

python main.py

Citation

If you find this code or the paper useful, please consider citing it:

@inproceedings{caron2020icra,
  title = {Biped Stabilization by Linear Feedback of the Variable-Height Inverted Pendulum Model},
  author = {Caron, St{\'e}phane},
  booktitle = {IEEE International Conference on Robotics and Automation},
  url = {https://hal.archives-ouvertes.fr/hal-02289919},
  year = {2020},
  month = may,
  doi = {10.1109/ICRA40945.2020.9196715},
}

See also

  • VHIP stabilization script: original Python prototype as a single script, with dependencies on OpenRAVE and pymanoid (now deprectated).
  • VHIP walking controller: C++ version of the VHIP QP balancer that was validated on the HRP-4 humanoid robot.

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Variable-height inverted pendulum balancing in Python

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