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Authors: Enrique Muñoz ; Takehiko Nakama and E. Ruspini

Affiliation: European Centre for Soft Computing, Spain

ISBN: 978-989-8565-77-8

Keyword(s): Human-robot Teams, Information Abstraction, Precisiated Natural Language.

Abstract: The development and uptake of robotic technologies, outside the research community, has been hindered by the fact that robotic systems are notably lacking in flexibility. Introducing humans in robot teams promises to improve their flexibility. However, the major underlying difficulty in the development of human-robot teams is the inability of robots to emulate important cognitive capabilities of human beings due to the lack of approaches to generate and effectively abstract salient semantic aspects of information and big data sets. In this paper we develop a general framework for information abstraction that allows robots to obtain high level descriptions of their perceptions. These descriptions are represented using a formal predicate logic that emulates natural language structures, facilitating human understanding while it remains easy to interpret by robots. In addition, the proposed formal logic constitutes a precisiation language that generalizes Zadeh's Precisiated Natural Lang uage, providing new tools for the computation with perceptions. (More)

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Paper citation in several formats:
Muñoz, E.; Nakama, T. and Ruspini, E. (2013). Hierarchical Qualitative Descriptions of Perceptions for Robotic Environments.In Proceedings of the 5th International Joint Conference on Computational Intelligence - Volume 1: SCA, (IJCCI 2013) ISBN 978-989-8565-77-8, pages 309-319. DOI: 10.5220/0004657703090319

@conference{sca13,
author={Enrique Muñoz. and Takehiko Nakama. and E. Ruspini.},
title={Hierarchical Qualitative Descriptions of Perceptions for Robotic Environments},
booktitle={Proceedings of the 5th International Joint Conference on Computational Intelligence - Volume 1: SCA, (IJCCI 2013)},
year={2013},
pages={309-319},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004657703090319},
isbn={978-989-8565-77-8},
}

TY - CONF

JO - Proceedings of the 5th International Joint Conference on Computational Intelligence - Volume 1: SCA, (IJCCI 2013)
TI - Hierarchical Qualitative Descriptions of Perceptions for Robotic Environments
SN - 978-989-8565-77-8
AU - Muñoz, E.
AU - Nakama, T.
AU - Ruspini, E.
PY - 2013
SP - 309
EP - 319
DO - 10.5220/0004657703090319

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