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Design of Interactive Skill-Transfer Agent From a Viewpoint of Ecological Psychology

机译:生态心理学视角下的交互式技能转移代理人设计

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This article focuses on the design of an interactive skill-transfer agent for parameter tuning of an image sensor used to distinguish inferior goods from regular goods in a production line. The authors analyze the difficulty of transferring skills from a viewpoint of ecological psychology that takes into account the reciprocal relations between the participant and the environment. This article introduces an agent-based interactive skill-transferring system that stretches the meaning of this reciprocity as an interaction between an instructor and a successor. In concrete terms, an interactive agent system is proposed using an interactive learning classifier system with facial icons to enhance the human user's trust in the agent. The experimental results demonstrate the effectiveness of this system in transferring a human expert's skills.
机译:本文重点介绍交互式技能转移代理的设计,该代理用于调整图像传感器的参数,该图像传感器用于区分生产线中的次品和常规品。作者从生态心理学的角度分析了技能转移的困难,这种生态心理学考虑了参与者与环境之间的相互关系。本文介绍了一种基于代理的交互式技能转移系统,该系统将这种互惠的含义扩展为教师与继任者之间的交互。具体而言,提出了一种交互式代理系统,其使用具有面部图标的交互式学习分类器系统来增强人类用户对代理的信任。实验结果证明了该系统在转移人类专家技能方面的有效性。

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