Rockets don't push against anything (don't they teach basic physics in school anymore?)
Rockets operate on Newton's Third Law - for every action there is an equal and opposite reaction. Mass is expelled out the back of the rocket (the exhaust) which causes the rocket to move in the opposite direction.
Just think about it - if rockets only worked by pushing on something, then how could there be any rockets in space at all for these 50 years?