The course presents Artificial Intelligence planning problems. It introduces models and resolution techniques for both "classic" and temporal planning, involving scheduling aspects. Different methodologies for the synthesis of action plans and their execution will be presented, as well as aspects related to automated learning of classical planning domains. Furthermore, some applications and samples will be presented and discussed, also in relation to the control of autonomous robots