We analyse a switching control system for controlling a plant with unknown
parameters so that the output asymptotically tracks a reference signal. The
controller is selected on-line from a given set of controllers according t
o a switching rule based on output prediction errors. We provide sufficient
conditions under which the switched closed loop control system is exponent
ially stable and asymptotically achieves good tracking control even if the
switching does not stop.