Which ostensive stimuli can be used for a robot to detect and maintain tutoring situations?

K. Lohan, Anna-Lisa Vollmer, J. Fritsch, K. Rohlfing, B. Wrede
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引用次数: 11

Abstract

In developmental research, tutoring behavior has been identified as scaffolding infants' learning processes. Infants seem sensitive to tutoring situations and they detect these by ostensive cues [4]. Some social signals such as eye-gaze, child-directed speech (Motherese), child-directed motion (Motionese), and contingency have been shown to serve as ostensive cues. The concept of contingency describes exchanges in which two agents interact with each other reciprocally. Csibra and Gergely argued that contingency is a characteristic ostensive stimulus of a tutoring situation [4]. In order for a robot to be treated similar to an infant, it has to both, be sensitive to the ostensive stimuli on the one hand and induce tutoring behavior by its feedback about its capabilities on the other hand. In this paper, we raise the question whether a robot can be treated similar to an infant in an interaction. We present results concerning the acceptance of a robotic agent in a social learning scenario, which we obtained via comparison to interactions with 8–11 months old infants and adults in equal conditions. We applied measurements for motion modifications (Motionese) and eye-gaze behavior. Our results reveal significant differences between Adult-Child Interaction (ACI), Adult-Adult Interaction (AAI) and Adult-Robot Interaction (ARI) suggesting that in ARI, robot-directed tutoring behavior is even more accentuated in terms of Motionese, but contingent responsivity is impaired. Our results confirm previous findings [14] concerning the differences between ACI, AAI, and ARI and constitute an important empirical basis for making use of ostensive stimuli as social signals for tutoring behavior in social robotics.
哪些外在刺激可以用于机器人检测和维持辅导情况?
在发展研究中,辅导行为被认为是脚手架婴儿的学习过程。婴儿似乎对辅导情况很敏感,他们通过显性线索来检测这些情况[4]。一些社会信号,如眼睛注视、儿童定向语言(Motherese)、儿童定向动作(Motionese)和偶然性,已被证明可以作为明示暗示。偶然性的概念描述了两个代理相互作用的交换。Csibra和Gergely认为,偶然性是家教情境的一种特征性的明示刺激[4]。为了让机器人像婴儿一样被对待,它必须两者兼得,一方面对外在刺激敏感,另一方面通过对其能力的反馈来诱导辅导行为。在本文中,我们提出了这样一个问题:在互动中,机器人是否可以像对待婴儿一样对待。我们通过比较8-11个月大的婴儿和成人在相同条件下的互动,得出了关于在社会学习场景中接受机器人代理的结果。我们应用了运动修饰(Motionese)和眼睛注视行为的测量。我们的研究结果揭示了成人-儿童互动(ACI)、成人-成人互动(AAI)和成人-机器人互动(ARI)之间的显著差异,表明在ARI中,机器人指导的辅导行为在动作语方面更加突出,但偶然反应受到损害。我们的研究结果证实了先前关于ACI、AAI和ARI之间差异的研究结果[14],并为在社交机器人中使用明示刺激作为辅导行为的社会信号提供了重要的经验基础。
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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