To Bound Search Space and Boost Performance of Learning Classifier Systems: a Rough Set Approach

Abstract

Learning classifier system is a machine learning technique which combines genetic algorithm with the power of the reinforcement learning paradigm. This rule based system has been inspired by the general principle of Darwinian evolution and cognitive learning. XCS, eXtended Classifier System, is currently considered as state-of-the-art learning classifier… (More)

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