Rocket engines are propulsion systems that generate thrust by expelling high-speed exhaust gases, enabling spacecraft to overcome Earth's gravitational pull and travel through space. They operate on the principle of Newton's third law of motion, utilizing either chemical or non-chemical propellants to achieve the necessary force for lift-off and maneuvering in space.