论文标题
使用增强现实和目光的人类机器人联合行动框架的设计和实施
Design and Implementation of a Human-Robot Joint Action Framework using Augmented Reality and Eye Gaze
论文作者
论文摘要
当人类共同完成联合任务时,每个人都会建立一个情况的内部模型以及如何发展。有效的协作取决于这些单个模型如何重叠以在团队成员之间形成共同的心理模型,这对于人类机器人团队中的协作过程非常重要。准确的共享心理模型的发展和维护需要个人意图的双向交流以及解释其他团队成员意图的能力。为了实现有效的人类机器人协作,本文介绍了人类机器人团队合作中新型联合行动框架的设计和实施,利用增强现实(AR)技术和用户眼目光以实现双向交流。我们通过与37名参与者的用户研究测试了我们的新框架,发现我们的系统提高了任务效率,信任和任务流畅性。因此,使用AR和眼睛凝视实现双向交流是一种有希望的手段,可以改善影响人与机器人之间协作的核心组成部分。
When humans work together to complete a joint task, each person builds an internal model of the situation and how it will evolve. Efficient collaboration is dependent on how these individual models overlap to form a shared mental model among team members, which is important for collaborative processes in human-robot teams. The development and maintenance of an accurate shared mental model requires bidirectional communication of individual intent and the ability to interpret the intent of other team members. To enable effective human-robot collaboration, this paper presents a design and implementation of a novel joint action framework in human-robot team collaboration, utilizing augmented reality (AR) technology and user eye gaze to enable bidirectional communication of intent. We tested our new framework through a user study with 37 participants, and found that our system improves task efficiency, trust, as well as task fluency. Therefore, using AR and eye gaze to enable bidirectional communication is a promising mean to improve core components that influence collaboration between humans and robots.