Situational Decision Making Using Situation Modeling and Deep Learning

This paper addresses the problem of situation modeling and machine learning-based decision making in open and non-predictive environments. Situational decision making incorporates the determination of an action based on the current situation, represented by the situation model and trained system behavior using deep neural networks. Commonly, the situation modeling is not considered an intermediate...