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  4. Upper-body Kinesthetic Teaching of a Free-standing Humanoid Robot
 
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Upper-body Kinesthetic Teaching of a Free-standing Humanoid Robot
File(s)
Kormushev_ICRA_2011.pdf (866.58 KB)
Accepted version
Author(s)
Kormushev, Petar
Nenchev, DN
Calinon, S
Caldwell, DG
Type
Conference Paper
Abstract
We present an integrated approach allowing a free-standing humanoid robot to acquire new motor skills by kinesthetic teaching. The proposed method controls simultaneously the upper and lower body of the robot with different control strategies. Imitation learning is used for training the upper body of the humanoid robot via kinesthetic teaching, while at the same time Reaction Null Space method is used for keeping the balance of the robot. During demonstration, a force/torque sensor is used to record the exerted forces, and during reproduction, we use a hybrid position/force controller to apply the learned trajectories in terms of positions and forces to the end effector. The proposed method is tested on a 25-DOF Fujitsu HOAP-2 humanoid robot with a surface cleaning task. © 2011 IEEE.
Date Issued
2011
Date Acceptance
2011-05-09
Citation
Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), 2011, pp.3970-3975
URI
http://hdl.handle.net/10044/1/26063
URL
http://kormushev.com/papers/Kormushev_ICRA_2011.pdf
DOI
https://dx.doi.org/10.1109/ICRA.2011.5979537
ISBN
978-1-61284-386-5
ISSN
1050-4729
Publisher
IEEE
Start Page
3970
End Page
3975
Journal / Book Title
Proc. IEEE Intl Conf. on Robotics and Automation (ICRA)
Copyright Statement
© 2011 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
License URL
http://www.rioxx.net/licenses/all-rights-reserved
Identifier
http://kormushev.com/papers/Kormushev_ICRA_2011.pdf
Source
2011 IEEE International Conference on Robotics and Automation (ICRA)
Publication Status
Published
Publisher URL
http://kormushev.com/papers/Kormushev_ICRA_2011.pdf
Start Date
2011-05-09
Finish Date
2011-05-13
Coverage Spatial
Shanghai
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