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Exploring adaptive dialogue based on a robot's awareness of human gaze and task progress

机译:基于机器人对人的视线和任务进度的了解来探索自适应对话

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When a robot provides direction—as a guide, an assistant, or as an instructor—the robot may have to interact with people of different backgrounds and skill sets. Different people require information adapted to their level of understanding. In this paper, we explore the use of two simple forms of awareness that a robot might use to infer that a person needs further verbal elaboration during a tool selection task. First, the robot could use an eye tracker for inferring whether the person is looking at the robot and thus in need of further elaboration. Second, the robot could monitor delays in the individual's task progress, indicating that he or she could use further elaboration. We investigated the effects of these two types of awareness on performance time, selection mistakes, and the number of questions people asked the robot. We did not observe any obvious benefits of our gaze awareness manipulation. Awareness of task delays did reduce the number of questions participants' asked compared to our control condition but did not significantly reduce the number of selection mistakes. The mixed results of our investigation suggest that more research is necessary before we can understand how awareness of gaze and awareness of task delay can be successfully implemented in human-robot dialogue.
机译:当机器人提供指导(作为指导,助手或指导员)时,机器人可能必须与具有不同背景和技能的人们互动。不同的人需要适合其理解水平的信息。在本文中,我们探索了两种简单形式的意识的使用,即机器人可以用来推断人们在工具选择任务中需要进一步的言语修饰。首先,机器人可以使用眼动仪来推断人是否正在注视着机器人,因此需要进一步的阐述。其次,机器人可以监视个人任务进度的延迟,表明他或她可以进行进一步的细化。我们调查了这两种类型的意识对表演时间,选择错误和人们问机器人的问题数量的影响。我们没有发现注视意识操纵有任何明显的好处。与我们的控制条件相比,意识到任务延迟确实减少了参与者提出的问题数量,但并未显着减少选择错误的数量。我们调查的混合结果表明,在我们可以理解如何在人机对话中成功实现注视意识和任务延迟意识之前,还需要进行更多的研究。

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