“The Robot-Arm Talks Back to Me” - Human Perception of Augmented Human-Robot Collaboration in Virtual Reality

Alexander Arntz, S. Eimler, H. Hoppe
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引用次数: 10

Abstract

The usage of AI enhanced robots in shared task environments is likely to become more and more common with the increase of digitalization in different industrial sectors. To take up this new challenge, research on the design of Human-Robot-Collaboration (HRC) involving AI-based systems has yet to establish common targets and guidelines. This paper presents results from an explorative qualitative study. Participants (N= 80) were either exposed to a virtual representation of an industrial robot-arm equipped with several augmentation channels for communication with the human operator (lights, textual statements about intentions, etc.) or one with no communicative functions at all. Across all conditions, participants recognized the benefit of collaborating with robots in industrial scenarios regarding work efficiency and alleviation of working conditions. However, a communication channel from the robot to the human is crucial for achieving these benefits. Participants interacting with the non-communicative robot expressed dissatisfaction about the workflow. In both conditions we found remarks about the insufficient speed of the robot-arm for an efficient collaborative process. Our results indicate a wider spectrum of questions to be further explored in the design of collaborative experiences with intelligent technological counterparts considering efficiency, safety, economic success and well-being.
“机械臂与我对话”-虚拟现实中增强人机协作的人类感知
随着不同工业部门数字化程度的提高,在共享任务环境中使用人工智能增强机器人可能会变得越来越普遍。为了应对这一新的挑战,涉及人工智能系统的人-机器人协作(HRC)设计研究尚未建立共同的目标和指导方针。本文介绍了一项探索性质的研究结果。参与者(N= 80)要么接触到一个工业机械臂的虚拟代表,该机械臂配备了几个增强通道,用于与人类操作员进行交流(灯光、关于意图的文本陈述等),要么完全没有交流功能。在所有条件下,参与者都认识到在工业场景中与机器人合作在工作效率和缓解工作条件方面的好处。然而,从机器人到人类的沟通渠道对于实现这些好处至关重要。与非交流机器人互动的参与者表达了对工作流程的不满。在这两种情况下,我们都发现了关于机械臂速度不足以进行有效协作过程的评论。我们的研究结果表明,在考虑效率、安全、经济成功和福祉的智能技术对应物的协作体验设计中,需要进一步探索更广泛的问题。
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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