Prize seems rather low. I imagine a waterproof robotic dog with a huge snorkel, a magnetometer, and a big grapple to hoist (not drag) munitions to shore. Different sizes for aircraft bombs and grenades (from a picture in the article -- I wouldn't have thought of that case).

SFR 50K would be a rounding error in developing that.