A System for Human-Robot Teaming through End-User Programming and Shared Autonomy
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arXiv
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| Auteurs principaux: | , , , , , |
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| Format: | Preprint |
| Publié: |
2024
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| _version_ | 1866916103210401792 |
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| author | Hagenow, Michael Senft, Emmanuel Radwin, Robert Gleicher, Michael Zinn, Michael Mutlu, Bilge |
| author_facet | Hagenow, Michael Senft, Emmanuel Radwin, Robert Gleicher, Michael Zinn, Michael Mutlu, Bilge |
| contents | Many industrial tasks-such as sanding, installing fasteners, and wire harnessing-are difficult to automate due to task complexity and variability. We instead investigate deploying robots in an assistive role for these tasks, where the robot assumes the physical task burden and the skilled worker provides both the high-level task planning and low-level feedback necessary to effectively complete the task. In this article, we describe the development of a system for flexible human-robot teaming that combines state-of-the-art methods in end-user programming and shared autonomy and its implementation in sanding applications. We demonstrate the use of the system in two types of sanding tasks, situated in aircraft manufacturing, that highlight two potential workflows within the human-robot teaming setup. We conclude by discussing challenges and opportunities in human-robot teaming identified during the development, application, and demonstration of our system. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2401_12380 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | A System for Human-Robot Teaming through End-User Programming and Shared Autonomy Hagenow, Michael Senft, Emmanuel Radwin, Robert Gleicher, Michael Zinn, Michael Mutlu, Bilge Robotics Many industrial tasks-such as sanding, installing fasteners, and wire harnessing-are difficult to automate due to task complexity and variability. We instead investigate deploying robots in an assistive role for these tasks, where the robot assumes the physical task burden and the skilled worker provides both the high-level task planning and low-level feedback necessary to effectively complete the task. In this article, we describe the development of a system for flexible human-robot teaming that combines state-of-the-art methods in end-user programming and shared autonomy and its implementation in sanding applications. We demonstrate the use of the system in two types of sanding tasks, situated in aircraft manufacturing, that highlight two potential workflows within the human-robot teaming setup. We conclude by discussing challenges and opportunities in human-robot teaming identified during the development, application, and demonstration of our system. |
| title | A System for Human-Robot Teaming through End-User Programming and Shared Autonomy |
| topic | Robotics |
| url | https://arxiv.org/abs/2401.12380 |