人机交互中机器人自主水平的框架研究。

Jenay M Beer, Arthur D Fisk, Wendy A Rogers
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引用次数: 387

摘要

与人机交互(HRI)相关的一个关键结构是自主性,这在不同的机器人平台上差异很大。机器人自主(LORA)的水平,从远程操作到完全自主系统,影响着人类和机器人相互作用的方式。因此,有必要通过识别影响和受机器人自主性影响的变量来理解人力资源效率。我们的首要目标是为HRI中的机器人自主水平开发一个框架。为了实现这一目标,该框架将HRI与人类自动化交互联系起来,这是一个研究和理解人类相关变量的悠久历史的领域。在人力资源研究的背景下,对自主性的概念进行了重新审视和定义。此外,该框架还提出了一个确定机器人自主水平的过程,通过按照10点分类法对自主性进行分类。该框架旨在作为确定自主性的指导方针,根据定性分类法对LORA进行分类,并考虑哪些HRI变量(例如,接受度、情况感知、可靠性)可能受到LORA的影响。
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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Toward a framework for levels of robot autonomy in human-robot interaction.

A critical construct related to human-robot interaction (HRI) is autonomy, which varies widely across robot platforms. Levels of robot autonomy (LORA), ranging from teleoperation to fully autonomous systems, influence the way in which humans and robots may interact with one another. Thus, there is a need to understand HRI by identifying variables that influence - and are influenced by - robot autonomy. Our overarching goal is to develop a framework for levels of robot autonomy in HRI. To reach this goal, the framework draws links between HRI and human-automation interaction, a field with a long history of studying and understanding human-related variables. The construct of autonomy is reviewed and redefined within the context of HRI. Additionally, the framework proposes a process for determining a robot's autonomy level, by categorizing autonomy along a 10-point taxonomy. The framework is intended to be treated as guidelines to determine autonomy, categorize the LORA along a qualitative taxonomy, and consider which HRI variables (e.g., acceptance, situation awareness, reliability) may be influenced by the LORA.

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