Foundations of Learning Classifier Systems

Bull Larry; Tim Kovacs

Foundations of Learning Classifier Systems

Bull Larry, Tim Kovacs

Department of Computer Science

Research output: Book/Report › Authored 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 contribution	Foundations of Learning Classifier Systems
Original language	English
Publisher	Springer
Volume	183
Edition	-
ISBN (Print)	3540250735
Publication status	Published - 2005

Bibliographical note

Other identifier: 2000415

Access to Document

http://www.cs.bris.ac.uk/Publications/pub_master.jsp?id=2000415

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AB - 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.

M3 - Authored book

SN - 3540250735

VL - 183

BT - Foundations of Learning Classifier Systems

PB - Springer

ER -