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Authors: Danielli A. Lima 1 ; Claudiney R. Tinoco 2 ; Juan M. N. Viedman 2 and Gina M. B. Oliveira 2

Affiliations: 1 Universidade Federal de Uberlandia UFU, Faculdade de Computacao and Instituto Federal do Triangulo Mineiro IFTM, Brazil ; 2 Universidade Federal de Uberlandia UFU and Faculdade de Computacao, Brazil

ISBN: 978-989-758-220-2

Keyword(s): Cellular Automata, Multi-agents control, Intelligent Swarms, Parallel Synchronization, Foraging Task, Multi-objective Search.

Related Ontology Subjects/Areas/Topics: Agents ; Artificial Intelligence ; Bioinformatics ; Biomedical Engineering ; Collective Intelligence ; Enterprise Information Systems ; Hybrid Intelligent Systems ; Information Systems Analysis and Specification ; Methodologies and Technologies ; Mobile Agents ; Operational Research ; Simulation ; Soft Computing

Abstract: Multiple agent systems can be applied to foraging tasks, thus solving this problem in a cooperative intelligent approach using cellular automata modeling. The objective is to construct an algorithm that performs foraging task correctly in Webots EDU simulation platform using robot architecture and also improves the individual controller model of each intelligent agent, using e-Puck devices properly. The proposed communication model has taken into account some cellular automata specifications, such as, the need for parallel synchronization, localization and accuracy of information dependency. After several simulations in Webots EDU, evaluating different approaches, the proposed communication model presented promising results on the parallel multi-robot foraging performance being pertinent in intelligent swarm robotics context.

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Paper citation in several formats:
Lima, D.; Tinoco, C.; Viedman, J. and Oliveira, G. (2017). Coordination, Synchronization and Localization Investigations in a Parallel Intelligent Robot Cellular Automata Model that Performs Foraging Task.In Proceedings of the 9th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, ISBN 978-989-758-220-2, pages 355-363. DOI: 10.5220/0006081403550363

@conference{icaart17,
author={Danielli A. Lima. and Claudiney R. Tinoco. and Juan M. N. Viedman. and Gina M. B. Oliveira.},
title={Coordination, Synchronization and Localization Investigations in a Parallel Intelligent Robot Cellular Automata Model that Performs Foraging Task},
booktitle={Proceedings of the 9th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,},
year={2017},
pages={355-363},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006081403550363},
isbn={978-989-758-220-2},
}

TY - CONF

JO - Proceedings of the 9th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,
TI - Coordination, Synchronization and Localization Investigations in a Parallel Intelligent Robot Cellular Automata Model that Performs Foraging Task
SN - 978-989-758-220-2
AU - Lima, D.
AU - Tinoco, C.
AU - Viedman, J.
AU - Oliveira, G.
PY - 2017
SP - 355
EP - 363
DO - 10.5220/0006081403550363

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