Scientific exploration, defense operations, and commercial resource extraction require sophisticated technology capable of operating in the ocean's most challenging zones. Marine robotics research focuses heavily on improving system autonomy, pressure tolerance, vehicle hydrodynamics, and sensor fusion capabilities. As deeper oil reserves, seabed mineral sites, and offshore renewable projects...