Answer
The rocket exerts force on exhaust gases, pushing them backward. By Newton's third law, the exhaust gases exert an equal and opposite push on the rocket. This is the force that propels the rocket.
Work Step by Step
Whenever object A exerts a force on object B, we find that object B exerts an equal and opposite force on object A.
This is discussed on page 76.