Advantages, Opportunities and Limits of Empirical Evaluations: Evaluating Adaptive Systems.

Abstract

While empirical evaluations are a common research method in some areas of Artificial Intelligence (AI), others still neglect this approach. This article outlines both the opportunities and the limits of empirical evaluations for AI techniques exemplified by the evaluation of adaptive systems.