This paper addresses the problem of guidance and control underwater vehicles. A multi-level strategy is used to determine (1) outer-loop path-following commands (2) inner-loop actuation commands. Specifically, a line-of-sight algorithm guide vehicle along three-dimensional path, an L1 adaptive low-level rudder accomplish path following. The performance bounds these outer- algorithms are present...