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# GaTORS: A Game-Theoretic Tool for Optimal Robot Selection and Design | ||
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#### Steven Swanbeck, Daniel Meza, Jared Rosenbaum, David Fridovich-Keil, and Mitch Pryor | ||
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## Submitted to IROS 2024 | ||
<!-- --- --> | ||
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<!-- {% include youtube.html id="fjWK2SCbFZ8" %} --> | ||
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### About | ||
As the number of commercially-available robots | ||
increases, users face the challenge of evaluating many options | ||
to identify the optimal system for their needs. This market | ||
saturation also compels providers to ensure new systems are | ||
competitive with or superior to existing robots to increase | ||
economic viability. The need for evaluation extends to multi- | ||
robot teams collaborating toward shared objectives, where | ||
understanding individual contributions to overall team per- | ||
formance is complex but necessary. One specific application | ||
domain for robot platform selection in industry is autonomous | ||
surface coverage, which includes tasks such as painting, clean- | ||
ing, and surveying in industrial facilities. To assist in the | ||
design and selection of robotic systems for surface coverage | ||
applications, we introduce GaTORS, a novel tool that frames | ||
the surface coverage task allocation process as a collaborative | ||
general-sum discrete-time game. By parameterizing robots with | ||
a set of common constraints, this tool enables performance | ||
evaluation of existing and potential future robotic systems. | ||
GaTORS is evaluated in a case study of surface coverage for | ||
corrosion mitigation in an industrial refinery, with experiments | ||
demonstrating its utility in selecting existing robotic platforms | ||
best suited to complete the specific coverage task. These | ||
experiments also highlight GaTORS’ potential to inform the | ||
design of new systems that can efficiently accomplish assigned | ||
tasks within practical time and cost constraints. Due to its | ||
flexibility, GaTORS can be easily adapted to provide similar | ||
insights for other types of robots in different environments and | ||
surface coverage applications. | ||
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<!-- ### Citation | ||
``` | ||
@inproceedings{regalswanbeckARSTARAugmentedReality2024, | ||
title = {AR-STAR: An Augmented Reality Tool for Online Modification of Robot Point Cloud Data}, | ||
author = {Regal, Frank and Swanbeck, Steven and Parra, Fabian and Pryor, Mitch}, | ||
booktitle = {HRI '24 Companion}, | ||
eventtitle = {ACM/IEEE International Conference on Human-Robot Interaction (HRI)}, | ||
publisher = {ACM}, | ||
isbn = {979-8-4007-0323-2/24/03}, | ||
doi = {10.1145/3610978.3640571}, | ||
year = {2024}, | ||
location = {Boulder, CO} | ||
} | ||
``` --> |
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remote_theme: pages-themes/[email protected] | ||
plugins: | ||
- jekyll-remote-theme # add this line to the plugins list if you already have one | ||
title: "GaTORS: A Game-Theoretic Tool for Optimal Robot Selection and Design" | ||
description: "Supplemental Material" | ||
show_downloads: false |
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Clouds should go in this directory! |