I. Introduction
ROVs were first used for recovering torpedoes in the 1950s. Since then the technology has been adopted by a multitude of industries as their main approach for subsea operations. These robots have been previously utilized for tasks as diverse as, drilling for mineral and rock sampling [1], video survey of oil and gas platforms [2] and measuring the roughness of the seabed [3]. However, continuous operation of ROVs can be costly as they require constant monitoring from an operator, who is connected with a tether to the ROV from a support ship [4]. Operating such a system can be extremely costly, with ships potentially being over £50M, and with reported costs of £30K per day [5]. Additionally, this imposes a risk to operators who need to perform the launch or recovery of the ROV on the deck, specially under rough weather.