Movement Primitive Diffusion Demonstration Data
Creators
Description
Training data for the experiments described in the paper "Movement Primitive Diffusion: Learning Gentle Robotic Manipulation of Deformable Objects".
Movement Primitive Diffusion (MPD) is a diffusion-based imitation learning method for high-quality robotic motion generation that focuses on gentle manipulation of deformable objects.
@article{Scheikl2024MPD, author={Scheikl, Paul Maria and Schreiber, Nicolas and Haas, Christoph and Freymuth, Niklas and Neumann, Gerhard and Lioutikov, Rudolf and Mathis-Ullrich, Franziska}, title={Movement Primitive Diffusion: Learning Gentle Robotic Manipulation of Deformable Objects}, journal={IEEE Robotics and Automation Letters}, year={2024}, volume={9}, number={6}, pages={5338-5345}, doi={10.1109/LRA.2024.3382529}, }
Files
bimanual_tissue_manipulation_train.zip
Files
(11.9 GB)
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Additional details
Related works
- Is supplement to
- Journal article: 10.1109/LRA.2024.3382529 (DOI)
Software
- Repository URL
- https://github.com/ScheiklP/movement-primitive-diffusion
- Programming language
- Python
- Development Status
- Active