This book presents advanced methods used in flight control, planning, and decision-making. It also covers situational awareness and the topics required to assess the autonomy of a UAS. Focusing on the latest theory that informs flight planning and control, the book describes the current state of the art, offering applications and case studies. The approach emphasizes use of computational intelligence modeling, control, and planning.