The cultivation of students' autonomous learning ability is one of the significant and essential tasks of college English teaching. In this paper, the current situation of college students' insufficient autonomous English learning ability is thoroughly analyzed. Some effective and feasible strategies to cultivate students' autonomous English learning ability are put forward based on the factors that influence this ability. Interaction, continuous thinking, cultural introduction and a good network environment are indispensable to develop and enhance this autonomous learning ability.