Artificial Intelligence: A Modern Approach
暫譯: 人工智慧:現代方法

Stuart J. Russell, Peter Norvig

  • 出版商: Prentice Hall
  • 售價: $931
  • 語言: 英文
  • 頁數: 960
  • 裝訂: Hardcover
  • ISBN: 0131038052
  • ISBN-13: 9780131038059
  • 相關分類: 人工智慧
  • 已過版

買這商品的人也買了...

商品描述

This is an introduction to the theory and practice of artificial intelligence. It uses an intelligent agent as the unifying theme throughout, and covers areas that are sometimes underemphasized elsewhere. These include reasoning under uncertainty, learning, natural language, vision and robotics. The book also explains in detail some of the more recent ideas in the field, including simulated annealing, memory-bounded search, global ontologies, dynamic belief networks, neural nets, inductive logic programming, computational learning theory, and reinforcement learning.

商品描述(中文翻譯)

這是人工智慧理論與實踐的介紹。整本書以智能代理為統一主題,涵蓋了在其他地方有時被低估的領域。這些領域包括不確定性推理、學習、自然語言、視覺和機器人技術。書中還詳細解釋了一些該領域較新的概念,包括模擬退火、記憶限制搜尋、全球本體論、動態信念網絡、神經網絡、歸納邏輯程式設計、計算學習理論和強化學習。