In this paper, we propose an approach for the three-dimentional reconstruction of radiation source distribution by using the gamma-ray CT with a mobile robot equipped with a detector in unknown environment. Slam is used for localization of a mobile robot, and MLEM is applied to radioactivity distribution mapping. It was confirmed that the combination of two methods is significantly effective by experiments.