非对称交流:人类对机器人的认知模型

Daisuke Kawakubo, Masaki Shuzo, Hiroaki Sugiyama, Eisaku Maeda
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引用次数: 1

摘要

在为机器人开发对话系统的过程中,我们的目标是实现类似人类的交流。然而,安卓机器人与人类之间的细微差别是显而易见的,这导致即使是像人类一样的安卓机器人也会被认为是不同的。了解人类如何接受机器人并优化其行为至关重要。一般来说,人类顾客在与机器人销售员而不是人类进行互动时,会产生各种期望和焦虑。当机器人把顾客当人看,而顾客把机器人当机器看时,就会产生不对称交流。本文以导游场景中的人机交互为重点,提出了一种非对称交流策略,即不使用偏好信息估算技术,而是通过改变机器人的性格来假装迎合顾客。为此,我们准备了一种实验方法来评估非对称交流策略,使用视频剪辑来模拟对话。参与者在事先不知道售货员是人类还是机器人的情况下填写问卷。通过这种方法,我们可以评估参与者如何对待售货员以及非对称交流策略的有效性。此外,在我们的对话机器人竞赛演示中,29 名参观者对机器人的非对称交流策略留下了积极的印象,并对对话表示高度满意。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Asymmetric communication: cognitive models of humans toward an android robot
In the development of dialogue systems for android robots, the goal is to achieve human-like communication. However, subtle differences between android robots and humans are noticeable, leading even human-like android robots to be perceived differently. Understanding how humans accept android robots and optimizing their behavior is crucial. Generally, human customers have various expectations and anxieties when interacting with a robotic salesclerk instead of a human. Asymmetric communication arises when android robots treat customers like humans while customers treat robots as machines. Focusing on human-robot interaction in a tourist guide scenario, In this paper, we propose an asymmetric communication strategy that does not use estimation technology for preference information, but instead performs changing the agent’s character in order to pretend to tailor to the customer. In line with this, we prepared an experimental method to evaluate asymmetric communication strategies, using video clips to simulate dialogues. Participants completed questionnaires without prior knowledge of whether the salesclerk was human-like or robotic. The method allowed us to assess how participants treated the salesclerk and the effectiveness of the asymmetric communication strategy. Additionally, during our demonstration in a dialogue robot competition, 29 visitors had a positive impression of the android robot’s asymmetric communication strategy and reported a high level of satisfaction with the dialogue.
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