了解自闭症儿童与社交辅助机器人互动中的代理

Elaine Schaertl Short, Eric Deng, David Feil-Seifer, M. Matarić
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引用次数: 16

摘要

社交辅助机器人(SAR)已经越来越多地被证明有潜力作为一种工具来治疗自闭症儿童的社交技能,自闭症是一种与非典型社交发展相关的发育障碍。这项工作提出了一项研究的结果,机器人代理儿童-机器人互动涉及自闭症儿童。我们描述了具有类主体和类物体机器人行为的SAR交互场景的发展,并介绍了六名自闭症儿童与具有完整控制器的类人机器人交互的初步研究结果,以及三种类型的控制:具有相似行为(减少形态代理)的非类人“盒子”机器人,具有随机行为(减少行为代理)的类人机器人和机器人玩具(减少形态和行为代理)。我们发现孩子们可以根据他们对机器人的反应分为两组;对于一些孩子来说,机器人是一个引人入胜的对象,通过提供新颖而吸引人的感官体验(主要是吹泡泡)来引发社会行为,而对于其他孩子来说,机器人是一个代理,通过自主运动等代理行为来引发社会行为。我们发现,第一组机器人条件差异很小,吹泡泡玩具发声最多,而第二组机器人与人形机器人发声最多,看机器人人形部分的次数较少,行为代理减少。
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Understanding agency in interactions between children with autism and socially assistive robots
Socially assistive robotics (SAR) has increasingly been shown to have potential as a tool for social skills therapy for children with autism, a developmental disorder associated with atypical social development. This work presents the results of a study of robot agency on child-robot interactions involving children with autism. We describe the development of a SAR interaction scenario with both agent-like and object-like robot behaviors and present the results of a pilot study of six children with autism interacting with a humanoid robot with the full controller, as well as three types of control: a non-humanoid "box" robot with similar behavior (reduced morphological agency), a humanoid robot with random behavior (reduced behavioral agency), and a robotic toy (reduced morphological and behavioral agency). We find that the children can be divided into two groups depending on their reaction to the robot; for some children, the robot was an engaging object that elicited social behavior by providing novel and appealing sensory experiences (primarily bubbleblowing), while for other children, the robot was an agent and elicited social behavior through agentlike actions such as autonomous movement. We found that the first group had small differences between robot conditions and vocalized most with the bubble-blowing toy, while the second group vocalized most with the humanoid robots and looked less at the humanoid portion of the robot with reduced behavioral agency.
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