A Computational Cognition and Visual Servoing based Methodology to Design Automatic Manipulative Tasks

Hendry Ferreira Chame, Philippe Martinet

2013

Abstract

In the last decades, robotics has exerted an important role in the research on diverse knowledge domains, such as, artificial intelligence, biology, neuroscience and psychology. In particular, the study of knowledge representation and thinking, has led to the proposal of cognitive architectures; capturing essential structures and processes of cognition and behavior. Robotists have also attempted to design automatic systems using these proposals. Though, certain difficulties have been reported for obtaining efficient low-level processing while sensing or controlling the robot. The main challenges involve the treatment of the differences between the computational paradigms employed by the cognitive and the robotic architectures. The objective of this work, is to propose a methodology for designing robotic systems capable of decision making and learning when executing manipulative tasks. The development of a system called the Cognitive Reaching Robot (CRR) will be reported. CRR combines the advantages of using a psychologically-oriented cognitive architecture, with efficient low-level behavior implementations through the visual servoing control technique.

Paper Citation

in Harvard Style

Ferreira Chame H. and Martinet P. (2013). A Computational Cognition and Visual Servoing based Methodology to Design Automatic Manipulative Tasks . In Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-989-8565-70-9, pages 213-220. DOI: 10.5220/0004480802130220

in Bibtex Style

@conference{icinco13,
author={Hendry Ferreira Chame and Philippe Martinet},
title={A Computational Cognition and Visual Servoing based Methodology to Design Automatic Manipulative Tasks},
booktitle={Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2013},
pages={213-220},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004480802130220},
isbn={978-989-8565-70-9},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - A Computational Cognition and Visual Servoing based Methodology to Design Automatic Manipulative Tasks
SN - 978-989-8565-70-9
AU - Ferreira Chame H.
AU - Martinet P.
PY - 2013
SP - 213
EP - 220
DO - 10.5220/0004480802130220