Originally Posted by halfpint

verb, rode or (Archaic) rid; rid⋅den or (Archaic) rid; rid⋅ing; noun
?verb (used with object) to sit on and manage (a horse, bicycle, etc.) so as to be carried along.

To "drive" a bike does not sound right, to ride a bike does sound right, I guess both of them are correct and can be used