Co-evolutionary and Reinforcement Learning Techniques in Computer Go

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Some Techniques of Machine Learning Applied to Computer Go

ISBN: 3659638595
ISBN 13: 9783659638596
Autor: Zela Moraya, Wester
Verlag: LAP LAMBERT Academic Publishing
Umfang: 276 S.
Erscheinungsdatum: 18.12.2014
Auflage: 1/2014
Format: 1.8 x 22 x 15
Gewicht: 429 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 7648824 Kategorie:

Beschreibung

This work models certain processes of nature such as biological evolution and co-evolution as learning processes, and it proposes some techniques that can ensure that these learning processes really occur and can be used to solve certain complex problems such as the game of Go. Go is an ancient and very complex game with simple rules, a game which still presents a challenge for Artificial Intelligence. This work covers certain approaches that can be applied in order to solve this problem, and which are useful for solving other problems, with a proposal to use competitive and cooperative co-evolutionary learning methods and other techniques as suggested by the author.

Autorenporträt

The author has a PhD in Computer Science from the UPM in Spain. He won first place in a Competition of Algorithmic Trading with autonomous systems using Machine Learning sponsored by the Madrid Stock Exchange. MSc in Software Engineering in Oxford University. IT Consultant and IT project manager for many years. Creator and Founder of ssyspe.org.

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