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Artificial Intelligence:

a new synthesis
Frontcover
4 Rezensionen
Morgan Kaufmann, 1998 - 513 Seiten

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 new
* Frequent use of examples and illustrative diagrams
* Extensive coverage of machine learning methods throughout the text
* Citations to over 500 references
* Comprehensive index

  

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Review: Artificial Intelligence: A New Synthesis

Nutzerbericht  - Gregor Erbach - Goodreads

Nilsson's book presents all major areas of artificial intelligence from the unifying perspective of the problem of constructing an intelligent agent. Many of the important subfields of AI are ... Vollständige Rezension lesen

Review: Artificial Intelligence: A New Synthesis

Nutzerbericht  - Stefan Berteau - Goodreads

A very solid reference guide which covers simple implementations in many different branches associated with AI. It does not deal with fuzzy logic, but has good coverage of the propositional and first ... Vollständige Rezension lesen

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Inhalt

Reactive Machines
19
H Neural Networks
37
Machine Evolution
59
State Machines
71
Robot Vision
85
Agents That Plan
117
Uninformed Search
129
H Heuristic Search
139
The Predicate Calculus
239
Resolution in the Predicate Calculus
253
KnowledgeBased Systems
269
Reasoning with Uncertain Information
317
Learning and Acting with Bayes Nets
343
Planning Methods Based
361
Communication and Integration
405
Communication among Agents
421

Planning Acting and Learning
163
Alternative Search Formulations
181
Adversarial Search
195
Knowledge Representation
215
Resolution in the Prepositional Calculus 251
231
Agent Architectures
443
Bibliography
455
Index
493
Urheberrecht

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Referenzen von Webseiten

Artificial Intelligence: A New Synthesis Nils J. Nilsson Some ...
Artificial Intelligence: A New Synthesis. Nils J. Nilsson. Some Clarifications. October 17, 2001. Subsequent editions of the book may include some of the ...
ai.stanford.edu/ ~nilsson/ clarifications.pdf

PII: S0004-3702(00)00064-3
Artificial Intelligence 125 (2001) 227–232. Book Review. nj Nilsson, Artificial Intelligence:. A New Synthesis. T. Dean, J. Allen and Y. Aloimonos, ...
linkinghub.elsevier.com/ retrieve/ pii/ S0004370200000643

nj Nilsson, <italic>Artificial Intelligence: A New Synthesis ...
nj Nilsson, Artificial Intelligence: A New Synthesis T. Dean, J. Allen and Y. Aloimonos, Artificial Intelligence: Theory and Practice D. Poole, A. Mackworth ...
portal.acm.org/ citation.cfm?id=362727

Volume 1 - Issue 2
Artificial Intelligence : A New Synthesis. Artificial Intelligence : A New Synthesis. Artificial Intelligence : A New Synthesis by Nils J. Nilsson (Call No. ...
www.swinburne.edu.my/ inforesources/ files/ vol1_issue2.pdf

Curriculum Descant: Nilsson's New Synthesis
In this installment, I would like to draw your attention to Nils Nilsson's new book, Artificial Intelligence: A New Synthesis (Morgan Kauffman Publishers, ...
mainline.brynmawr.edu/ EIAIR/ CurriculumDescant/ 4.html

CS-0263 - Artificial Intelligence in 3D Virtual Worlds ::
Artificial Intelligence: A New Synthesis, by Nils J. Nilsson. San Francisco, CA: Morgan Kaufmann Publishers, Inc. 1998. ISBN 1-55860-467-7 (cloth) ISBN ...
courses.hampshire.edu/ CS-0263

Networks 27 - June 2000
Artificial Intelligence: A New Synthesis is a comprehensive introduction to the world of Artificial Intelligence (AI). The author introduces his subject ...
osiris.sunderland.ac.uk/ ncaf/ htm/ pubs/ nwks27.htm

CS251: Artificial Intelligence
Nils J. Nilsson, Artificial Intelligence: A New Synthesis, Morgan Kaufmann, San Francisco, 1998. Nils J. Nilsson, Principles of Artificial Intelligence, ...
www.cs.uvm.edu/ ~snapp/ teaching/ CS251/ cs251.html

aktuell
Artificial Intelligence: A new Synthesis. Morgan Kaufmann, 1998. St. Russell and P. Norvig. Artificial Intelligence: A Modern Approach. ...
www.cs.uni-potsdam.de/ wv/ 03WS/

密码学与网络安全 学分数 3 周学时 3
Artificial Intelligence: A New Synthesis, by Nils Nilsson, Morgan Kaufmann Publishers, 1998. Artificial Intelligence:A Modern Approach, by Stuart Russell ...
www.jwc.fudan.edu.cn/ xwzx/ 2004%E6%98%A5%E6%95%99%E5%AD%A6%E5%A4%A7%E7%BA%B2/ yj/ 361.025.1.doc

Über den Autor (1998)

Nils J. Nilsson's long and rich research career has contributed much to AI. He has written many books, including the classic Principles of Artificial Intelligence. Dr. Nilsson is Kumagai Professor of Engineering, Emeritus, at Stanford University. He has served on the editorial boards of Artificial Intelligence and Machine Learning and as an Area Editor for the Journal of the Association for Computing Machinery. Former Chairman of the Department of Computer Science at Stanford, and former Director of the SRI Artificial Intelligence Center, he is also a past president and Fellow of the American Association for Artificial Intelligence.

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