Decision-Making Mechanism to Organize the Agenda of a Guide-Robot

Rainer Granados, José Javier; León, Rafael; Galán López, Ramón y Jiménez Avello, Agustín (2013). Decision-Making Mechanism to Organize the Agenda of a Guide-Robot. En: "COGNITIVE 2013 : The Fifth International Conference on Advanced Cognitive Technologies and Applications", 27/05/2013 - 01/06/2013, Valencia. ISBN 978-1-61208-273-8. pp. 126-131.

Descripción

Título: Decision-Making Mechanism to Organize the Agenda of a Guide-Robot
Autor/es:
  • Rainer Granados, José Javier
  • León, Rafael
  • Galán López, Ramón
  • Jiménez Avello, Agustín
Tipo de Documento: Ponencia en Congreso o Jornada (Artículo)
Título del Evento: COGNITIVE 2013 : The Fifth International Conference on Advanced Cognitive Technologies and Applications
Fechas del Evento: 27/05/2013 - 01/06/2013
Lugar del Evento: Valencia
Título del Libro: COGNITIVE 2013 : The Fifth International Conference on Advanced Cognitive Technologies and Applications
Fecha: 2013
ISBN: 978-1-61208-273-8
Materias:
Palabras Clave Informales: Cognitive systems; decision making; learning; autonomous robot; fuzzy systems.
Escuela: E.T.S.I. Industriales (UPM)
Departamento: Automática, Ingeniería Electrónica e Informática Industrial [hasta 2014]
Licencias Creative Commons: Reconocimiento - Sin obra derivada - No comercial

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Resumen

One of the major challenges in evolutionary robotics is constituted by the need of the robot being able to make decisions on its own, in accordance with the multiple tasks programmed, optimizing its timings and power. In this paper, we present a new automatic decision making mechanism for a robot guide that allows the robot to make the best choice in order to reach its aims, performing its tasks in an optimal way. The election of which is the best alternative is based on a series of criteria and restrictions of the tasks to perform. The software developed in the project has been verified on the tour-guide robot Urbano. The most important aspect of this proposal is that the design uses learning as the means to optimize the quality in the decision making. The modeling of the quality index of the best choice to perform is made using fuzzy logic and it represents the beliefs of the robot, which continue to evolve in order to match the "external reality”. This fuzzy system is used to select the most appropriate set of tasks to perform during the day. With this tool, the tour guide-robot prepares its agenda daily, which satisfies the objectives and restrictions, and it identifies the best task to perform at each moment. This work is part of the ARABOT project of the Intelligent Control Research Group at the Universidad Politécnica de Madrid to create "awareness" in a robot guide.

Más información

ID de Registro: 30016
Identificador DC: http://oa.upm.es/30016/
Identificador OAI: oai:oa.upm.es:30016
URL Oficial: http://www.iaria.org/conferences2013/COGNITIVE13.html
Depositado por: Memoria Investigacion
Depositado el: 27 Nov 2014 12:25
Ultima Modificación: 22 Abr 2016 00:20
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