Foundations of Learning Classifier Systems

Bull Larry, Tim Kovacs

Research output: Book/ReportAuthored book

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.
Translated title of the contributionFoundations of Learning Classifier Systems
Original languageEnglish
PublisherSpringer
Volume183
Edition-
ISBN (Print)3540250735
Publication statusPublished - 2005

Bibliographical note

Other identifier: 2000415

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