Foundations of Learning Classifier Systems. Larry Bull, Tim Kovacs

Foundations of Learning Classifier Systems



Download Foundations of Learning Classifier Systems



Foundations of Learning Classifier Systems Larry Bull, Tim Kovacs ebook pdf
Publisher: Springer
Language: English
Page: 329
ISBN: 3642064132, 9783642064135

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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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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