Multiagent Systems, 2/e (Hardcover)
暫譯: 多智能體系統,第2版 (精裝本)
Gerhard Weiss
- 出版商: MIT
- 出版日期: 2013-03-08
- 售價: $3,135
- 貴賓價: 9.8 折 $3,072
- 語言: 英文
- 頁數: 920
- 裝訂: Hardcover
- ISBN: 0262018896
- ISBN-13: 9780262018890
-
相關分類:
人工智慧、大數據 Big-data
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商品描述
Multiagent systems are made up of multiple interacting intelligent agents -- computational entities to some degree autonomous and able to cooperate, compete, communicate, act flexibly, and exercise control over their behavior within the frame of their objectives. They are the enabling technology for a wide range of advanced applications relying on distributed and parallel processing of data, information, and knowledge relevant in domains ranging from industrial manufacturing to e-commerce to health care. This book offers a state-of-the-art introduction to multiagent systems, covering the field in both breadth and depth, and treating both theory and practice. It is suitable for classroom use or independent study. This second edition has been completely revised, capturing the tremendous developments in multiagent systems since the first edition appeared in 1999. Sixteen of the book's seventeen chapters were written for this edition; all chapters are by leaders in the field, with each author contributing to the broad base of knowledge and experience on which the book rests. The book covers basic concepts of computational agency from the perspective of both individual agents and agent organizations; communication among agents; coordination among agents; distributed cognition; development and engineering of multiagent systems; and background knowledge in logics and game theory. Each chapter includes references, many illustrations and examples, and exercises of varying degrees of difficulty. The chapters and the overall book are designed to be self-contained and understandable without additional material. Supplemental resources are available on the book's Web site.
Contributors:Rafael Bordini, Felix Brandt, Amit Chopra, Vincent Conitzer, Virginia Dignum, Jürgen Dix, Ed Durfee, Edith Elkind, Ulle Endriss, Alessandro Farinelli, Shaheen Fatima, Michael Fisher, Nicholas R. Jennings, Kevin Leyton-Brown, Evangelos Markakis, Lin Padgham, Julian Padget, Iyad Rahwan, Talal Rahwan, Alex Rogers, Jordi Sabater-Mir, Yoav Shoham, Munindar P. Singh, Kagan Tumer, Karl Tuyls, Wiebe van der Hoek, Laurent Vercouter, Meritxell Vinyals, Michael Winikoff, Michael Wooldridge, Shlomo Zilberstein
商品描述(中文翻譯)
多智能體系統由多個互動的智能代理組成——這些計算實體在某種程度上是自主的,能夠合作、競爭、溝通、靈活行動,並在其目標範疇內控制其行為。它們是許多先進應用的基礎技術,這些應用依賴於數據、信息和知識的分散和並行處理,涵蓋從工業製造到電子商務再到醫療保健等多個領域。本書提供了多智能體系統的最先進介紹,涵蓋了該領域的廣度和深度,並同時探討理論和實踐。適合用於課堂教學或獨立學習。本書的第二版已完全修訂,捕捉了自1999年第一版出版以來多智能體系統的巨大發展。本書的十七章中有十六章是為本版撰寫的;所有章節均由該領域的領導者撰寫,每位作者都為本書所依賴的廣泛知識和經驗基礎做出了貢獻。本書涵蓋了從個體代理和代理組織的角度出發的計算代理基本概念;代理之間的通信;代理之間的協調;分散認知;多智能體系統的開發和工程;以及邏輯和博弈論的背景知識。每章包括參考文獻、許多插圖和示例,以及不同難度的練習。各章節及整本書的設計旨在自成一體,無需額外材料即可理解。補充資源可在本書的網站上獲得。
貢獻者:Rafael Bordini, Felix Brandt, Amit Chopra, Vincent Conitzer, Virginia Dignum, Jürgen Dix, Ed Durfee, Edith Elkind, Ulle Endriss, Alessandro Farinelli, Shaheen Fatima, Michael Fisher, Nicholas R. Jennings, Kevin Leyton-Brown, Evangelos Markakis, Lin Padgham, Julian Padget, Iyad Rahwan, Talal Rahwan, Alex Rogers, Jordi Sabater-Mir, Yoav Shoham, Munindar P. Singh, Kagan Tumer, Karl Tuyls, Wiebe van der Hoek, Laurent Vercouter, Meritxell Vinyals, Michael Winikoff, Michael Wooldridge, Shlomo Zilberstein