Based on the architecture of the decision theoretic rough set（DTRS），this essay gives the points of the study of DTRS，and summarizes latest research progress in domestic and international about DTRS model，its attribute reduction，and the Integration with other fields. Finally，it puts forward several further research directions about DTRS.