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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.
Published by: Springer
Publication Date: 2005-07-22
Format: Hardcover
ISBN-13: 9783540250739
DOI: 10.1007/b100387
Dimensions: 235cm x155cm
Pages: 336