This article investigates the possibilities for creating behavioural models of military decision making in a data-driven manner. As not much data from actual operations is available, and cannot easily be created context, most approaches use simulators to learn behaviour. A simulator however always available or difficult create. study focusses on creation that was collected during field exercise...