The specific meaning of endless learning means that there is no end point for learning knowledge, and the process of mastering knowledge is from simple to difficult, which is gradually accumulated with the amount of knowledge mastered by students. For example, according to the children's age in primary school art teaching, design and add the corresponding art teaching curriculum, so that students can fully grasp the art knowledge. Starting from the most basic art-related knowledge, students learn to fully consolidate and absorb the knowledge, on the other hand, learn and master new art knowledge. This kind of method of learning art knowledge can make students master art knowledge effectively and scientifically, and save time for the acceptance of new art knowledge, so as to improve learning efficiency.