对机器人能力的信念会影响其行动的一致性吗?

Anna-Lisa Vollmer, B. Wrede, K. Rohlfing, A. Cangelosi
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引用次数: 17

摘要

对话中的对话者在行为的许多方面都是一致的(用词、语速、句法结构、手势、面部表情等)。这种一致性被认为是成功沟通的基础。我们相信对齐可以使人机交互更加顺畅,并促进机器人从演示中学习动作。最近的研究提出了一种中介交际设计理论,根据该理论,当对话者认为结盟会导致交际成功时,他们的结盟会更强。布莱尼根等人的研究表明,当参与者与人工系统互动时,他们的词汇选择更倾向于他们认为是基本的人工系统,而不是他们认为是高级的人工系统。我们的工作以两种方式扩展了这些结果:首先,参与者与人形机器人iCub机器人进行交互,而不是人工计算机对话系统。其次,我们研究的不是词汇选择,而是手动操作领域的对齐。在动作演示和匹配游戏中,我们检查了认为自己正在玩iCub机器人的基本版本或高级版本的参与者在多大程度上适应他们执行动作的方式,以适应他们的机器人伙伴之前向他们展示的内容。我们的结果证实了在行动演示中也会发生对齐。我们无法在这个设置中复制Branigan等人的结果,但与他们的发现一致,神经质问卷得分低的参与者和熟悉机器人的参与者更倾向于他们认为基本的机器人,而不是他们认为先进的机器人。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Do beliefs about a robot's capabilities influence alignment to its actions?
Interlocutors in a dialog align on many aspects of behavior (word choice, speech rate, syntactic structure, gestures, facial expressions, etc.). Such alignment has been proposed to be the basis for communicating successfully. We believe alignment could be beneficial for smooth human-robot interaction and facilitate robot action learning from demonstration. Recent research put forward a mediated communicative design account of alignment according to which interlocutors align stronger when they believe it will lead to communicative success. Branigan et al. showed that when interacting with an artificial system, participants aligned their lexical choices more to an artificial system they believed to be basic than to one they believed to be advanced. Our work extends these results in two ways: First, instead of an artificial computer dialog system, participants interact with a humanoid robot, the iCub robot. Second, instead of lexical choice, our work investigates alignment in the domain of manual actions. In an action demonstration and matching game, we examine the extent to which participants who believe that they are playing with a basic version or an advanced version of the iCub robot adapt the way they execute actions to what their robot partner has previously shown to them. Our results confirm that alignment also takes place in action demonstration. We were not able to replicate Branigan et al.'s results in general in this setup, but in line with their findings, participants with a low questionnaire score on neuroticism and participants who are familiar with robots aligned their actions more to a robot they believed to be basic than to one they believed to be advanced.
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