This project involves implementing techniques used in interactive drama in a military training architecture. This architecture, called ISAT, attempts to provide the trainee with a training experience that is individualized to their specific training needs in a dramatic context. The architecture explores the use of a director agent to manage the training experience, providing in-game feedback based on a model of the trainee’s aptitude in the various skills being taught.