• 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