This book constitutes the proceedings of the 10th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2013, held in Barcelona, Spain, in November 2013. They deal with the theory and tools for modeling decisions, as well as applications that encompass decision making processes and information fusion techniques.