The Computer Science and Systems Engineering Laboratory (U2IS) is developing research in the field of design and reliability of systems integrating autonomous decision-making processes with applications in intelligent transport, robotics, defense and energy. The laboratory brings together the research activities of the ENSTA Paris School in computer science, robotics, vision, embedded systems, signal and image processing and hybrid system design and analysis.