Co-evolutionary and Reinforcement Learning Techniques in Computer Go: Some Techniques of Machine Learning Applied to Computer Go by Wester Zela Moraya, PDF 3659638595

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

  • Title: Co-evolutionary and Reinforcement Learning Techniques in Computer Go: Some Techniques of Machine Learning Applied to Computer Go
  • Autor: Wester Zela Moraya
  • Publisher (Publication Date): LAP LAMBERT Academic Publishing (November 24, 2014)
  • Language: English
  • ISBN-10: | 3659638595
  • ISBN-13: | 978-3659638596
  • File Format: EPUB, PDF

 
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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