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Foundations of Learning Classifier Systems

Foundations of Learning Classifier Systems. Larry Bull, Tim Kovacs, (eds.). Springer. ISBN 3-540-25073-5. June 2005. No electronic version available. External information

Abstract

This volume brings together recent theoretical work in Learning Classifier Systems (LCS), which is a Machine Learning technique combining Genetic Algorithms and Reinforcement Learning. It includes self-contained background chapters on related fields (reinforcement learning and evolutionary computation) tailored for a classifier systems audience and written by acknowledged authorities in their area - as well as a relevant historical original work by John Holland.

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