Robust polynomial-based optimal control is re-examined by comparing its similarity with a seemingly different control design technique, internal model control (IMC). As well as investigating the relationship between optimal control and robust control, the comparison highlights some shortcomings of the present approach to IMC design, provides insight into the choice of design parameters and makes a contribution towards the drawing together of the robust and adaptive LQG approaches to control system design.