Artificial Intelligence (hereafter short as AI) has been well developed and implemented in the fields of aeronautics and astronautics. For any exploration into the space, it often requires costly and lengthy preparation for space project, thus default and loss due to dysfunctional failure or miss could be enormous or even unbearable. Remote control and correction on earth station is often difficult or impossible as some space vehicles and carriers with celestial exploration are often extremely far away from our Planet or even beyond the Solar system. There are many parameters influencing the space project thus sophisticated calculating is always beyond imagination. Thanks to the introduction of AI, these areas have been improved. Nowadays there has been wide use in the space travel. For example, deep machine learning in aviation mechanism has turned the unmanned galactic space vehicle into autonomous travelling when guidance from the earth is no longer possible. Also the super computer has helped the calculation of launch trajectory of rocket and orbiting locus of satellite in a more precise and safe way, this is more important when we are considering the possibility of private human access to space. In general, the application of AI has made a quantum leap in the dynamic control of space travel.