Rapid prototyping framework for robot-assisted training of autistic children

Min-Gyu Kim, E. Barakova, T. Lourens
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引用次数: 6

Abstract

Research in uptake and actual use of robots in socially assistive tasks is rapidly growing. However, practical applications lack behind due to the enormous effort to create meaningful behaviours. This paper describes a rapid prototyping framework for robot-assisted training of children with Autism Spectrum Disorder (ASD). The main goal of this research is to provide a framework which translates the knowledge from the evidenced Pivotal Response Training to end-user tools, that allow therapists to program/adapt a training program mediated by a robot in order to use it in therapies. The overall structure of the intervention is based on Activity Theory which makes it easy to properly arrange robot actions and decisions. We appended a general end-user robot programming tool with PRT therapy-specific training structures which can be adapted with ease to create almost limitless learning opportunities utilizing a range of training scenarios or games. Pilot tests with children with ASD were performed to assess whether the robot assisted intervention created by this framework is ready for practical use. These showed that only minor adaptations were needed to increase the fluency of the robot-child interaction.
自闭症儿童机器人辅助训练的快速原型框架
对机器人在社会辅助任务中的吸收和实际使用的研究正在迅速增长。然而,由于在创建有意义的行为方面付出了巨大的努力,因此实际应用缺乏。本文描述了一种用于自闭症谱系障碍儿童机器人辅助训练的快速原型框架。本研究的主要目标是提供一个框架,将关键反应训练的知识转化为最终用户工具,使治疗师能够编程/调整由机器人调解的培训计划,以便在治疗中使用它。干预的整体结构基于活动理论,这使得合理安排机器人的动作和决策变得容易。我们附加了一个通用的终端用户机器人编程工具,具有PRT治疗特定的训练结构,可以很容易地适应,利用一系列训练场景或游戏创造几乎无限的学习机会。对自闭症儿童进行了试点测试,以评估由该框架创建的机器人辅助干预是否已准备好实际使用。这些结果表明,只需要轻微的调整就可以提高机器人与儿童互动的流畅性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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