DocumentCode :
186227
Title :
Adaptive leader-follower role switching based on rhythm stability: Toward modeling of dynamic infant-caregiver interaction
Author :
Iwaki, Ryo ; Takahashi, Hiroki ; Asada, Minoru
Author_Institution :
Grad. Sch. of Eng., Osaka Univ., Suita, Japan
fYear :
2014
fDate :
13-16 Oct. 2014
Firstpage :
109
Lastpage :
110
Abstract :
Infants often synchronize rhythm pattern of their body movement with their caregivers. Developmental scientists assume that infant-caregiver body synchrony is a fundamental factor for maturing their close relationship and it facilitates social development of infants [1-2]. When multiple individuals are in synchrony, they tend to mimic each other´s behavior [3]. One agent generates own behaviors on the basis of self-initiated rhythms as a “leader”, and the other agent mimics (follows) the leader´s rhythm, as a “follower”. The relationship between two agents can be described by the four types of leader-follower combination as following: {agent A, agent B} = state 1{leader, follower}; state 2{follower, follower}; state 3{leader, leader}; state 4{follower, follower}[4]. We consider that synchrony is formed between two agents in the states where they take different roles (state 1 and 2). For example, in an orchestra, a skillful conductor leads the other members as a leader and each member follows the conductor as a follower.
Keywords :
behavioural sciences computing; multi-agent systems; recurrent neural nets; adaptive leader-follower role switching; agent relationship; dynamic infant-caregiver interaction; infant social development; infant-caregiver body synchrony; leader-follower combination; rhythm stability; Educational institutions; Electronic mail; Lead; Noise; Rhythm; Switches; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Development and Learning and Epigenetic Robotics (ICDL-Epirob), 2014 Joint IEEE International Conferences on
Conference_Location :
Genoa
Type :
conf
DOI :
10.1109/DEVLRN.2014.6982963
Filename :
6982963
Link To Document :
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