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Combining World and Interaction Models for Human-Robot Collaborations

机译:将世界和互动模型结合起来的人体机器人合作

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As robotic technologies mature, we can imagine an increasing number of applications in which robots could soon prove to be useful in unstructured human environments. Many of those applications require a natural interface between the robot and untrained human users or are possible only in a human-robot collaborative scenario. In this paper, we study an example of such scenario in which a visually impaired person and a robotic "guide" collaborate in an unfamiliar environment. We then analyze how the scenario can be realized through language- and gesture-based human-robot interaction, combined with semantic spatial understanding and reasoning, and propose an integration of semantic world model with language and gesture models for several collaboration modes. We believe that this way practical robotic applications can be achieved in human environments with the use of currently available technology.
机译:作为机器人技术成熟,我们可以想象越来越多的应用程序,其中机器人很快就会在非结构化的人类环境中得到有用。其中许多应用需要机器人和未经训练的人类用户之间的自然界面,或者仅在人机协作情景中。在本文中,我们研究了这种情况的示例,其中视力受损人和机器人“指南”在一个不熟悉的环境中合作。然后,我们如何通过基于语言和手势的人机互动来实现方案,以及语义空间理解和推理,并提出与语言和手势模型的语义世界模型的集成,以获得多种协作模式。我们认为,通过使用目前可用的技术,可以在人类环境中实现实际机器人应用。

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