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Copiloting Autonomous Multi-Robot Missions: A Game-inspired Supervisory Control Interface

Authors :
Kaufmann, Marcel
Trybula, Robert
Stonebraker, Ryan
Milano, Michael
Correa, Gustavo J.
Vaquero, Tiago S.
Otsu, Kyohei
Agha-mohammadi, Ali-akbar
Beltrame, Giovanni
Publication Year :
2022

Abstract

Real-world deployment of new technology and capabilities can be daunting. The recent DARPA Subterranean (SubT) Challenge, for instance, aimed at the advancement of robotic platforms and autonomy capabilities in three one-year development pushes. While multi-agent systems are traditionally deployed in controlled and structured environments that allow for controlled testing (e.g., warehouses), the SubT challenge targeted various types of unknown underground environments that imposed the risk of robot loss in the case of failure. In this work, we introduce a video game-inspired interface, an autonomous mission assistant, and test and deploy these using a heterogeneous multi-agent system in challenging environments. This work leads to improved human-supervisory control for a multi-agent system reducing overhead from application switching, task planning, execution, and verification while increasing available exploration time with this human-autonomy teaming platform.<br />Comment: 8 pages, 8 figures, submitted to IEEE Robotics and Automation Letters

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2204.06647
Document Type :
Working Paper