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This paper describes an innovative usage of Case-Based Reasoning to reduce the high computing cost derived from running large interactive simulation scenarios within the framework of advanced training systems. The paper discusses the ideas, implementation and a preliminary evaluation within the framework of the European IST research project A-TEAM.