Abstract: Embodiments of the disclosure provide a method and apparatus for trajectory prediction, a device and a storage medium. The method includes that: location information of a reference end point of a moving object is determined according to location information of the moving object; a candidate trajectory set including multiple candidate trajectories is determined according to the location information of the moving object and the location information of the reference end point, wherein location information of an end point of each candidate trajectory is different from the location information of the reference end point; and a target trajectory of the moving object is determined from the candidate trajectory set.