Unmanned Underwater Vehicles (UUVs) and Unmanned Surface Vessels (USVs) are revolutionizing naval operations and civilian sectors with their stealth, persistence, and risk reduction capabilities. Navies are investing heavily in these platforms for surveillance, mine warfare, and reconnaissance, while also finding dual-use applications in disaster response and oceanographic research.