Abstract: Learning innovation ability is an important component of innovation spirit and practice ability. The construction of fine study style is always an important work in universities and colleges. In allusion to the main existing problems of study style in universities and colleges, the connotation and important significance of learning innovation ability, the methods and ways of training the learning innovation abilities of university undergraduates were expounded. It was helpful to promote the formation of constructing fine study style for training the learning innovation abilities of university undergraduates.