Abstract: This paper reviewed the developments of a series of atomic magnetometers based on the interactions between light and atoms over the last two decades. The advantages, disadvantages and advances of different atomic magnetometers are compared. Moreover, the potential applications of atomic magnetometers in the future are commented.