Artificial Intelligence : A New Synthesis
Nils J Nilsson
Intelligent agents are employed as the central characters in this new introductory text. Beginning with elementary reactive agents, Nilsson gradually increases their cognitive horsepower to illustrate the most important and lasting ideas in AI. Neural networks, genetic programming, computer vision, heuristic search, knowledge representation and reasoning, Bayes networks, planning, and language understanding are each revealed through the growing capabilities of these agents. The book provides a refreshing and motivating new synthesis of the field by one of AI's master expositors and leading researchers. Artificial Intelligence: A New Synthesis takes the reader on a complete tour of this intriguing new world of AI.An evolutionary approach provides a unifying theme Thorough coverage of important AI ideas, old and newFrequent use of examples and illustrative diagramsExtensive coverage of machine learning methods throughout the textCitations to over 500 referencesComprehensive index
カテゴリー:
年:
1998
出版社:
Elsevier Science
言語:
english
ページ:
512
ISBN 10:
0080499457
ISBN 13:
9780080499451
シリーズ:
The Morgan Kaufmann Series in Artificial Intelligence
ファイル:
DJVU, 10.33 MB
IPFS:
,
english, 1998