Movement Primitive Diffusion: Learning Gentle Robotic Manipulation of Deformable Objects

Author:

Scheikl Paul Maria1ORCID,Schreiber Nicolas2ORCID,Haas Christoph2ORCID,Freymuth Niklas2ORCID,Neumann Gerhard2ORCID,Lioutikov Rudolf2ORCID,Mathis-Ullrich Franziska1ORCID

Affiliation:

1. Department Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany

2. Institute for Anthropomatics and Robotics, Karlsruhe Institute of Technology, Karlsruhe, Germany

Funder

Erlangen National High Performance Computing Center

Deutsche Forschungsgemeinschaft

HoreKa supercomputer

Research and the Arts Baden-Württemberg

Bundesministerium für Bildung und Forschung

DFG

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Reference25 articles.

1. Information maximizing curriculum: A curriculum-based approach for learning versatile skills;Blessing,2023

2. Diffusion Policy: Visuomotor Policy Learning via Action Diffusion

3. Multimodal diffusion transformer for learning from play;Reuss,2023

4. Sim-to-Real Transfer for Visual Reinforcement Learning of Deformable Object Manipulation for Robot-Assisted Surgery

5. Learning Visual Shape Control of Novel 3D Deformable Objects from Partial-View Point Clouds

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