Knowledge-Free and Learning-Based Methods in Intelligent Game Playing
Language: English
Published by Springer Berlin Heidelberg, 2012
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 94.69
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Add to basketItem description from seller
Seller Inventory # 9783642262135
- Title
- Knowledge-Free and Learning-Based Methods in Intelligent Game Playing
- Author
- Jacek Mandziuk
- Publisher
- Springer Berlin Heidelberg
- Publication year
- 2012
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 3642262139
- ISBN 13
- 9783642262135
- Item weight
- 417 grams
- Dimensions
- 235x155x15 mm
"Synopsis" may belong to another edition of this title.
From the Back Cover
The book is focused on the developments and prospective challenging problems in the area of mind game playing (i.e. playing games that require mental skills) using Computational Intelligence (CI) methods, mainly neural networks, genetic/evolutionary programming and reinforcement learning. The majority of discussed game playing ideas were selected based on their functional similarity to human game playing. These similarities include: learning from scratch, autonomous experience-based improvement and example-based learning. The above features determine the major distinction between CI and traditional AI methods relying mostly on using effective game tree search algorithms, carefully tuned hand-crafted evaluation functions or hardware-based brute-force methods.
On the other hand, it should be noted that the aim of this book is by no means to underestimate the achievements of traditional AI methods in game playing domain. On the contrary, the accomplishments of AI approaches are undisputable and speak for themselves. The goal is rather to express my belief that other alternative ways of developing mind game playing machines are possible and urgently needed.
"About the title" may belong to another edition of this title.
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