Published July 2, 2024 | Version v1
Dataset Open

Movement Primitive Diffusion Demonstration Data

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

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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