DocumentCode :
6340
Title :
An Autonomous Social Robot in Fear
Author :
Castro-Gonzalez, A. ; Malfaz, M. ; Salichs, M.A.
Author_Institution :
RoboticsLab, Carlos III Univ. of Madrid, Leganes, Spain
Volume :
5
Issue :
2
fYear :
2013
fDate :
Jun-13
Firstpage :
135
Lastpage :
151
Abstract :
Currently artificial emotions are being extensively used in robots. Most of these implementations are employed to display affective states. Nevertheless, their use to drive the robot´s behavior is not so common. This is the approach followed by the authors in this work. In this research, emotions are not treated in general but individually. Several emotions have been implemented in a real robot, but in this paper, authors focus on the use of the emotion of fear as an adaptive mechanism to avoid dangerous situations. In fact, fear is used as a motivation which guides the behavior during specific circumstances. Appraisal of fear is one of the cornerstones of this work. A novel mechanism learns to identify the harmful circumstances which cause damage to the robot. Hence, these circumstances elicit the fear emotion and are known as fear releasers. In order to prove the advantages of considering fear in our decision making system, the robot´s performance with and without fear are compared and the behaviors are analyzed. The robot´s behaviors exhibited in relation to fear are natural, i.e., the same kind of behaviors can be observed on animals. Moreover, they have not been preprogrammed, but learned by real inter actions in the real world. All these ideas have been implemented in a real robot living in a laboratory and interacting with several items and people.
Keywords :
behavioural sciences computing; decision making; human-robot interaction; humanoid robots; mobile robots; social sciences computing; adaptive mechanism; affective states; artificial emotions; autonomous social robot; decision making system; fear appraisal; fear emotion; fear releasers; real robot living; robot behavior; robot performance; Animals; Appraisal; Computer architecture; Decision making; Robot kinematics; Robot sensing systems; Autonomy; decision making; emotions; fear; social robot;
fLanguage :
English
Journal_Title :
Autonomous Mental Development, IEEE Transactions on
Publisher :
ieee
ISSN :
1943-0604
Type :
jour
DOI :
10.1109/TAMD.2012.2234120
Filename :
6493412
Link To Document :
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