Article (Scientific journals)
HiMoP: A three-component architecture to create more human-acceptable social-assistive robots
Rodriguez Lera, Francisco Javier; Matellán-Olivera, Vicente; Conde-González, Miguel Á. et al.
2018In Cognitive Processing, 19 (2), p. 233--244
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Abstract :
[en] Generation of autonomous behavior for robots is a general unsolved problem. Users perceive robots as repetitive tools that do not respond to dynamic situations. This research deals with the generation of natural behaviors in assistive service robots for dynamic domestic environments, particularly, a motivational-oriented cognitive architecture to generate more natural behaviors in autonomous robots. The proposed architecture, called HiMoP, is based on three elements: a Hierarchy of needs to define robot drives; a set of Motivational variables connected to robot needs; and a Pool of finite-state machines to run robot behaviors. The first element is inspired in Alderfer's hierarchy of needs, which specifies the variables defined in the motivational component. The pool of finite-state machine implements the available robot actions, and those actions are dynamically selected taking into account the motivational variables and the external stimuli. Thus, the robot is able to exhibit different behaviors even under similar conditions. A customized version of the ``Speech Recognition and Audio Detection Test,'' proposed by the RoboCup Federation, has been used to illustrate how the architecture works and how it dynamically adapts and activates robots behaviors taking into account internal variables and external stimuli.
Disciplines :
Computer science
Author, co-author :
Rodriguez Lera, Francisco Javier ;  University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
Matellán-Olivera, Vicente
Conde-González, Miguel Á.
Martín-Rico, Francisco
External co-authors :
yes
Language :
English
Title :
HiMoP: A three-component architecture to create more human-acceptable social-assistive robots
Publication date :
2018
Journal title :
Cognitive Processing
ISSN :
1612-4790
Publisher :
Springer, Germany
Volume :
19
Issue :
2
Pages :
233--244
Peer reviewed :
Peer Reviewed verified by ORBi
Available on ORBilu :
since 13 November 2018

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