A teleo-reactive program is a condition action sequence used to control a reactive robot in response to stimuli in its environment, but in such a way as to enable the robot to achieve a pre-defined goal under normal conditions. This paper presents a systematic procedure for constructing teleo-reactive programs. It extends the authors' previous work, in particular by considering the multiple-robot case and inter-robot communication.