Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations (Hardcover)
暫譯: 多智能體系統:演算法、博弈論與邏輯基礎 (精裝版)

Yoav Shoham, Kevin Leyton-Brown

  • 出版商: Cambridge
  • 出版日期: 2008-12-15
  • 售價: $3,020
  • 貴賓價: 9.5$2,869
  • 語言: 英文
  • 頁數: 504
  • 裝訂: Hardcover
  • ISBN: 0521899435
  • ISBN-13: 9780521899437
  • 相關分類: Algorithms-data-structures
  • 海外代購書籍(需單獨結帳)

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商品描述

This exciting and pioneering new overview of multiagent systems, which are online systems composed of multiple interacting intelligent agents, i.e., online trading, offers a newly seen computer science perspective on multiagent systems, while integrating ideas from operations research, game theory, economics, logic, and even philosophy and linguistics. The authors emphasize foundations to create a broad and rigorous treatment of their subject, with thorough presentations of distributed problem solving, game theory, multiagent communication and learning, social choice, mechanism design, auctions, cooperative game theory, and modal logics of knowledge and belief. For each topic, basic concepts are introduced, examples are given, proofs of key results are offered, and algorithmic considerations are examined. An appendix covers background material in probability theory, classical logic, Markov decision processes and mathematical programming. Written by two of the leading researchers of this engaging field, this book will surely serve as THE reference for researchers in the fastest-growing area of computer science, and be used as a text for advanced undergraduate or graduate courses.

商品描述(中文翻譯)

這本令人興奮且開創性的多智能體系統概述,探討了由多個互動智能體組成的線上系統,例如線上交易,提供了一個全新的計算機科學視角,並整合了運籌學、博弈論、經濟學、邏輯,甚至哲學和語言學的理念。作者強調基礎,以創造對其主題的廣泛且嚴謹的處理,深入介紹了分散式問題解決、博弈論、多智能體通信與學習、社會選擇、機制設計、拍賣、合作博弈論,以及知識與信念的模態邏輯。對於每個主題,基本概念都會被介紹,並提供範例、關鍵結果的證明,以及算法考量的探討。附錄涵蓋了概率論、古典邏輯、馬可夫決策過程和數學規劃的背景材料。這本書由該領域兩位領先研究者撰寫,必將成為計算機科學中增長最快的領域的參考書,並可用作高級本科或研究生課程的教材。