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人机协作:定义、争论与方向

Human-Autonomy Teaming: Definitions, Debates, and Directions.

作者信息

Lyons Joseph B, Sycara Katia, Lewis Michael, Capiola August

机构信息

Air Force Research Laboratory, Dayton, OH, United States.

School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, United States.

出版信息

Front Psychol. 2021 May 28;12:589585. doi: 10.3389/fpsyg.2021.589585. eCollection 2021.

Abstract

Researchers are beginning to transition from studying human-automation interaction to human-autonomy teaming. This distinction has been highlighted in recent literature, and theoretical reasons why the psychological experience of humans interacting with autonomy may vary and affect subsequent collaboration outcomes are beginning to emerge (de Visser et al., 2018; Wynne and Lyons, 2018). In this review, we do a deep dive into human-autonomy teams (HATs) by explaining the differences between automation and autonomy and by reviewing the domain of human-human teaming to make inferences for HATs. We examine the domain of human-human teaming to extrapolate a few core factors that could have relevance for HATs. Notably, these factors involve critical social elements within teams that are central (as argued in this review) for HATs. We conclude by highlighting some research gaps that researchers should strive toward answering, which will ultimately facilitate a more nuanced and complete understanding of HATs in a variety of real-world contexts.

摘要

研究人员正开始从研究人机交互转向研究人-自主性协作。这种区别在最近的文献中得到了强调,并且,人类与自主性系统交互时的心理体验可能有所不同并影响后续协作成果的理论原因也开始显现(德维瑟等人,2018年;怀恩和莱昂斯,2018年)。在本综述中,我们通过解释自动化与自主性之间的差异,并回顾人际协作领域,来深入探究人-自主性协作团队(HATs),从而对人-自主性协作团队做出推断。我们研究人际协作领域,以推断出一些可能与人-自主性协作团队相关的核心因素。值得注意的是,这些因素涉及团队中的关键社会元素,而这些元素(正如本综述所论证的)对人-自主性协作团队至关重要。我们通过强调一些研究空白来得出结论,研究人员应努力回答这些问题,这最终将有助于在各种现实世界背景下对人-自主性协作团队有更细致、更全面的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a5b/8195568/45f7f602c370/fpsyg-12-589585-g001.jpg

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