Biologically Inspired Artificial Intelligence for Computer Games (Hardcover)
暫譯: 生物啟發的人工智慧在電腦遊戲中的應用 (精裝版)
Darryl Charles
- 出版商: IGI Publishing
- 出版日期: 2011-04-28
- 售價: $4,340
- 貴賓價: 9.5 折 $4,123
- 語言: 英文
- 頁數: 278
- 裝訂: Hardcover
- ISBN: 1591406463
- ISBN-13: 9781591406464
-
相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
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商品描述
Computer games are often played by a human player against an artificial intelligence software entity. In order to truly respond in a human-like manner, the artificia intelligence in games must be adaptive, or respond as a human player would as he/she learns to play a game. Biologically Inspired Artificial Intelligence for Computer Games reviews several strands of modern artificial intelligence, including supervised and unsupervised artificial neural networks; evolutionary algorithms; artificial immune systems, swarms, and shows using case studies for each to display how they may be applied to computer games. This book spans the divide which currently exists between the academic research community working with advanced artificial intelligence techniques and the games programming community which must create and release new, robust, and interesting games on strict deadlines, thereby creating an invaluable collection supporting both technological research and the gaming industry.
商品描述(中文翻譯)
電腦遊戲通常是由人類玩家與人工智慧軟體實體對戰。為了能夠真正以類似人類的方式回應,遊戲中的人工智慧必須具備適應性,或是能夠像人類玩家一樣,隨著學習遊戲而做出反應。《生物啟發的人工智慧在電腦遊戲中的應用》回顧了幾個現代人工智慧的領域,包括監督式和非監督式的人工神經網路;進化演算法;人工免疫系統;群體智慧,並透過案例研究展示它們如何應用於電腦遊戲。本書跨越了目前存在於使用先進人工智慧技術的學術研究社群與必須在嚴格期限內創建和發布新穎、穩健且有趣遊戲的遊戲程式設計社群之間的鴻溝,從而創造出一個對技術研究和遊戲產業都具有無價價值的資源集。
