Abstract: The paper describes the parallel development of machine translation and artificial intelligence, explains the close relationship between machine translation and artificial intelligence, and analyzes the principles and approaches of rule-based machine translation, statistical machine translation and neural machine translation.The paper points out that both machine translation and artificial intelligence are not ripe enough at present, and they are still in the early stage of development.