Description: Knowledge-Free and Learning-Based Methods in Intelligent Game Playing, Hardcover by Mandziuk, Jacek, ISBN 3642116779, ISBN-13 9783642116773, Like New Used, Free shipping in the US "Th is focused on the developments and prospective challenging problems in the area of mind game playing (. 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."--Publisher's website.
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Book Title: Knowledge-Free and Learning-Based Methods in Intelligent Game Pla
Number of Pages: Xviii, 254 Pages
Publication Name: Knowledge-Free and Learning-Based Methods in Intelligent Game Playing
Language: English
Publisher: Springer Berlin / Heidelberg
Publication Year: 2010
Subject: Programming / Games, Engineering (General), Intelligence (Ai) & Semantics
Item Weight: 43.7 Oz
Type: Textbook
Author: Jacek Mandziuk
Subject Area: Computers, Technology & Engineering
Item Length: 9.3 in
Item Width: 6.1 in
Series: Studies in Computational Intelligence Ser.
Format: Hardcover
