A radiation detection system is disclosed comprising of number of detector elements arranged in a regular pattern that allows for directional information to be collected based on the number of radiation interaction events in each detection element. This system is mounted to an unmanned vehicle. In some embodiments, this information is used by the motion control unit of the unmanned vehicle to guide its movement toward a radiation source. A radiation spectrometer, also integrated in the detection system, is able to identify radiation sources.