Abstract: This paper summarizes the characteristics of soccer robot collision avoidance, and points out the disadvantages of traditional artificial potential field. An evolutionary artificial potential field is presented, in which the vector of velocity and acceleration are considered. The collision avoidance simulation is carried out to verify the reliability of tbe method.