Co-evolutionary and Reinforcement Learning Techniques in Computer Go: Some Techniques of Machine Learning Applied to Computer Go - Tapa blanda

Zela Moraya, Wester

 
9783659638596: Co-evolutionary and Reinforcement Learning Techniques in Computer Go: Some Techniques of Machine Learning Applied to Computer Go
Tapa blanda
ISBN 10: 3659638595 ISBN 13: 9783659638596
Editorial: LAP LAMBERT Academic Publishing, 2014

Sinopsis

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.

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Reseña del editor

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.

Biografía del autor

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2014
Idioma
Inglés
ISBN 10 
3659638595
ISBN 13 
9783659638596
Encuadernación
Tapa blanda
Número de páginas
276
Contacto del fabricante
no disponible
Persona responsable
no disponible