基于技能的机器人家具装配编程系统

Pei-Chi Huang, Yi-Hsuan Hsieh, A. Mok
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引用次数: 6

摘要

现成组装家具是当今宜家等家具公司的流行趋势,因为它的价格相对较低,而且比组装家具更容易交付给客户。然而,根据客户自己的使用手册组装家具是一项繁琐的任务。随着近年来机器人技术的进步,让机器人来完成家具组装是一个可行的想法,但机器人家具组装的成本是一个障碍,因为使用人工智能技术(如深度学习)的开销可能令人望而却步。本文提出了一个机器人系统,该系统具有通过机器学习获得的装配技能库,可以重复使用于不同的家具套件。通过应用这些技能,机器人可以被编程自动执行装配任务。我们描述了如何设计一个支持技能组合的机器人任务编程系统,以及如何指定机器人使用其技能集完成的复杂装配任务。
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A Skill-Based Programming System for Robotic Furniture Assembly
Ready-to-assemble furniture is a popular trend for today’s furniture companies such as IKEA due to its relative lower price and easier delivery to customers than assembled furniture. However, assembling furniture from an instruction manual by customers themselves is a tedious task. With the advance in robotics in recent years, having a robot to perform the furniture assembly is a viable idea but the cost of robotic furniture assembly is a barrier, as the overhead of using artificial intelligence techniques such as deep learning can be prohibitive. This paper presents a robotic system with a library of assembly skills that are acquired by machine learning and can be reused for different furniture sets. By applying these skills, the robot can be programmed to automatically perform the assembly task. We describe how to design a robotic task programming system that supports composition of skills and how to specify a complex assembly task to be completed by the robot with its skill set.
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