Movement Primitive Diffusion: Learning Gentle Robotic Manipulation of Deformable Objects
Author:
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)
Link
http://xplorestaging.ieee.org/ielx7/7083369/10504377/10480552.pdf?arnumber=10480552
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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1. Diverse Controllable Diffusion Policy With Signal Temporal Logic;IEEE Robotics and Automation Letters;2024-10
2. Hierarchical Impedance, Force, and Manipulability Control for Robot Learning of Skills;IEEE/ASME Transactions on Mechatronics;2024
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