Domestic and foreign scholars carried out many researches on environmental protection of marine drilling fluid，cost reduction and recovery and reuse. In the paper，several system of marine drilling fluid were introduced，such as silicate based drilling fluid，formate drilling fluid，methylglucamine glycosides drilling fluid，synthetic based drilling fluid system，low-poison oil mud drilling fluid，polyols drilling fluid. In addition，the development of the marine drilling fluid in the future was put forward.