Motion planning and control python package
Project description
(pyrieef) Python Riemannian Electrical Fields
=============
Pure python project to generate and learn collision free movement
in real environments using a Riemannian geometric approach.
Install
pip install -r requirements.txt
Run all tests
pytest tests
Result of
python examples/plot_barrier.py
[![EF](https://s22.postimg.cc/bqln6ds2p/image.png)](https://postimg.cc/image/62fcfhnq5/)
For a technical presentation of the algorithm developed in this work
refer to the following publication
@inproceedings{mainprice2016warping,
title={Warping the workspace geometry with electric potentials for motion optimization of manipulation tasks},
author={Mainprice, Jim and Ratliff, Nathan and Schaal, Stefan},
booktitle={Intelligent Robots and Systems (IROS), IEEE/RSJ International Conference on},
pages={3156--3163},
year={2016}
}
=============
Pure python project to generate and learn collision free movement
in real environments using a Riemannian geometric approach.
Install
pip install -r requirements.txt
Run all tests
pytest tests
Result of
python examples/plot_barrier.py
[![EF](https://s22.postimg.cc/bqln6ds2p/image.png)](https://postimg.cc/image/62fcfhnq5/)
For a technical presentation of the algorithm developed in this work
refer to the following publication
@inproceedings{mainprice2016warping,
title={Warping the workspace geometry with electric potentials for motion optimization of manipulation tasks},
author={Mainprice, Jim and Ratliff, Nathan and Schaal, Stefan},
booktitle={Intelligent Robots and Systems (IROS), IEEE/RSJ International Conference on},
pages={3156--3163},
year={2016}
}
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