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A Multi-Robot Platform for Robotic Triage Combining Onboard Sensing and Foundation Models

Published: December 9, 2025 | arXiv ID: 2512.08754v1

By: Jason Hughes , Marcel Hussing , Edward Zhang and more

Potential Business Impact:

Robots find and check injured people in disasters.

Business Areas:
Drone Management Hardware, Software

This report presents a heterogeneous robotic system designed for remote primary triage in mass-casualty incidents (MCIs). The system employs a coordinated air-ground team of unmanned aerial vehicles (UAVs) and unmanned ground vehicles (UGVs) to locate victims, assess their injuries, and prioritize medical assistance without risking the lives of first responders. The UAV identify and provide overhead views of casualties, while UGVs equipped with specialized sensors measure vital signs and detect and localize physical injuries. Unlike previous work that focused on exploration or limited medical evaluation, this system addresses the complete triage process: victim localization, vital sign measurement, injury severity classification, mental status assessment, and data consolidation for first responders. Developed as part of the DARPA Triage Challenge, this approach demonstrates how multi-robot systems can augment human capabilities in disaster response scenarios to maximize lives saved.

Country of Origin
🇺🇸 United States

Page Count
11 pages

Category
Computer Science:
Robotics