论文标题
通过社交线索解释的代理:评论
Explainable Agents Through Social Cues: A Review
论文作者
论文摘要
在过去的三年中,如何使体现的代理可以解释的问题引起了人们的兴趣,并且有许多术语指的是这种概念,例如透明度或可读性。这种术语中这种较高差异的原因之一是,与非体积药物相比,体现的代理人可以访问的独特社会提示。另一个原因是不同的作者以不同的方式使用这些术语。因此,我们回顾了有关解释性的现有文献,并通过(1)提供现有定义的概述,(2)显示如何实施解释性以及如何利用不同的社会提示,以及(3)显示如何衡量解释性的影响。此外,我们提出了一系列开放的问题和挑战清单,这些问题和挑战突出了需要社区进一步调查的领域。这为有兴趣的读者提供了当前最新的概述。
The issue of how to make embodied agents explainable has experienced a surge of interest over the last three years, and, there are many terms that refer to this concept, e.g., transparency or legibility. One reason for this high variance in terminology is the unique array of social cues that embodied agents can access in contrast to that accessed by non-embodied agents. Another reason is that different authors use these terms in different ways. Hence, we review the existing literature on explainability and organize it by (1) providing an overview of existing definitions, (2) showing how explainability is implemented and how it exploits different social cues, and (3) showing how the impact of explainability is measured. Additionally, we present a list of open questions and challenges that highlight areas that require further investigation by the community. This provides the interested reader with an overview of the current state-of-the-art.