The investigation will have a theoretical and an application component. On the theoretical level, the workshop’s objective is to determine the different points of view of computational principles and laws that appear across disciplines. On the application level, the workshop aims to identify how these different points of view can lead to efficient algorithms for learning and control of complex dynamical systems in autonomy, robotics and biology.