Kormushev, P., Nenchev, D.N., Calinon, S. and Caldwell, D.G. (2011)
Upper-body Kinesthetic Teaching of a Free-standing Humanoid Robot
In Proc. of the IEEE Intl Conference on Robotics and Automation (ICRA), Shanghai, China, pp. 3970-3975.
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.
Bibtex reference
@inproceedings{Kormushev11ICRA,
author="Kormushev, P. and Nenchev, D. N. and Calinon, S. and Caldwell, D. G.",
title="Upper-body Kinesthetic Teaching of a Free-standing Humanoid Robot",
booktitle="Proc. {IEEE} Intl Conf. on Robotics and Automation ({ICRA})",
year="2011",
month="May",
address="Shanghai, China",
pages="3970--3975"
}