Why can't metals be extracted from their oxides by electrolysis of aqueous solutions?

I know that the metals K, Na, Ca, Mg and Al oxides cannot be reduced by carbon or carbon monoxide to get the metal.I also know they have to be obtained by electrolysis of molten compounds. but why cant it be aqueous solution??