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文章基本信息

  • 标题:Synchrony Detection as a Reinforcement Signal for Learning: Application to Human Robot Interaction
  • 本地全文:下载
  • 作者:Caroline Grand ; Caroline Grand ; Ghilès Mostafaoui
  • 期刊名称:Procedia - Social and Behavioral Sciences
  • 印刷版ISSN:1877-0428
  • 出版年度:2014
  • 卷号:126
  • 页码:82-91
  • DOI:10.1016/j.sbspro.2014.02.322
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractThe present study is aiming to build a synchrony-based attentional mechanism allowing to initiate and to maintain human robot interactions. Moreover, we question the importance of synchrony detection for learning and gaining new competences through the interaction. We previously proposed a synchrony-based neural model capable of giving the robot minimal abilities to select a human partner and to focus its visual attention on this preferred interactant. Here, we extend this model by using synchrony detection as a reinforcement signal for learning (during the interaction) the human partner appearance (shape) in the context of an autonomous mobile robot.
  • 关键词:Synchrony;Intuitive human robot interaction;Focus of attention;Partner selection;Dynamical systems;Neural networks
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