A method of deploying autonomous underwater vehicles (AUVs), the method comprising loading the AUVs into a deployment device; submerging the deployment device containing the AUVs after the AUVs have been loaded into the deployment device; towing the submerged deployment device containing the AUVs with a surface vessel; deploying the AUVs from the submerged deployment device as it is towed by the surface vessel; and operating a thruster of each AUV after it has been deployed so that it moves away from the submerged deployment device. A method of retrieving autonomous underwater vehicles (AUVs) is also disclosed, the method comprising towing a submerged retrieval device with a surface vessel; loading the AUVs into the submerged retrieval device as it is towed by the surface vessel; and after the AUVs have been loaded into the submerged retrieval device, lifting the submerged retrieval device containing the AUVs out of the water and onto the surface vessel.