Georgia Tech is leading the way in developing cutting-edge technologies to fight destructive wildfires, utilizing drones to transform fire management approaches. The institution’s multi-disciplinary research teams are at the vanguard of deploying unpiloted aerial vehicles (UAVs) for more secure and efficient wildfire detection, prevention, mitigation, and coordination. This method not only bolsters the safety of pilots, firefighters, and response teams by minimizing their exposure to perilous conditions but also enhances wildfire management efficiency. The UAVs use sophisticated machine learning techniques, including reinforcement learning and extremum seeking, to fine-tune operations in real time and deliver vital fire management data. Furthermore, Georgia Tech has collaborated with Cobra Aero to equip UAVs with hybrid propulsion systems, enabling them to transport hefty payloads and undertake extended missions. The results of Georgia Tech’s research promise widespread influence, potentially setting a standard for wildfire management worldwide.