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Authors: Takahiro Saito 1 ; Yuichi Kobayashi 2 and Tatsuya Naruse 2

Affiliations: 1 Shizuoka Univ., Japan ; 2 Shizuoka University, Japan

ISBN: 978-989-758-054-3

Keyword(s): Motion Generation, Developmental Robotics, Hybrid System, Mobile Robot.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Biomedical Signal Processing ; Computational Intelligence ; Health Engineering and Technology Applications ; Human-Computer Interaction ; Learning Paradigms and Algorithms ; Methodologies and Methods ; Neural Networks ; Neurocomputing ; Neurotechnology, Electronics and Informatics ; Pattern Recognition ; Physiological Computing Systems ; Sensor Networks ; Signal Processing ; Soft Computing ; Theory and Methods

Abstract: This paper presents a planning method of pushing manipulation by a mobile robot. It is sometimes very useful if the robot can take recovery action, namely, re-approaching and re-pushing, when it turns out to be ineffective to keep current pushing motion. The proposed planning framework is based on the idea of mode switching, where three modes; approaching, pushing and re-pushing, are considered. The pushing motion is first built with dynamic programming, which provides value function of the state. Based on the value, planning of re-approaching to the object and re-pushing is conducted using a value iteration algorithm extended to state space with uncertainty. The proposed planning framework was evaluated in simulation, and it was shown that it provides more effective behaviour of the robot by recovery motion at an appropriate timing.

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Paper citation in several formats:
Saito, T.; Kobayashi, Y. and Naruse, T. (2014). Planning of Pushing Manipulation by a Mobile Robot Considering Cost of Recovery Motion.In Proceedings of the International Conference on Neural Computation Theory and Applications - Volume 1: NCTA, (IJCCI 2014) ISBN 978-989-758-054-3, pages 322-327. DOI: 10.5220/0005156203220327

@conference{ncta14,
author={Takahiro Saito. and Yuichi Kobayashi. and Tatsuya Naruse.},
title={Planning of Pushing Manipulation by a Mobile Robot Considering Cost of Recovery Motion},
booktitle={Proceedings of the International Conference on Neural Computation Theory and Applications - Volume 1: NCTA, (IJCCI 2014)},
year={2014},
pages={322-327},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005156203220327},
isbn={978-989-758-054-3},
}

TY - CONF

JO - Proceedings of the International Conference on Neural Computation Theory and Applications - Volume 1: NCTA, (IJCCI 2014)
TI - Planning of Pushing Manipulation by a Mobile Robot Considering Cost of Recovery Motion
SN - 978-989-758-054-3
AU - Saito, T.
AU - Kobayashi, Y.
AU - Naruse, T.
PY - 2014
SP - 322
EP - 327
DO - 10.5220/0005156203220327

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