Cart
Free Shipping in Australia
Proud to be B-Corp

Artificial Intelligence Nils J. Nilsson (Stanford University)

Artificial Intelligence By Nils J. Nilsson (Stanford University)

Artificial Intelligence by Nils J. Nilsson (Stanford University)


Summary

Using intelligent agents as central characters, this work begins with elementary reactive agents. It reveals neural networks, genetic programming, computer vision, heuristic search, knowledge representation and reasoning, Bayes networks, and planning through the capabilities of these agents. It also illustrates the most important ideas in AI.

Artificial Intelligence Summary

Artificial Intelligence: A New Synthesis by Nils J. Nilsson (Stanford University)

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.

About Nils J. Nilsson (Stanford University)

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.

Table of Contents

1 Introduction 2 Stimulus-Response Agents 3 Neural Networks 4 Machine Evolution 5 State Machines 6 Robot Vision 7 Agents that Plan 8 Uninformed Search 9 Heuristic Search 10 Planning, Acting, and Learning 11 Alternative Search Formulations and Applications 12 Adversarial Search 13 The Propositional Calculus 14 Resolution in The Propositional Calculus 15 The Predicate Calculus 16 Resolution in the Predicate Calculus 17 Knowledge-Based Systems 18 Representing Commonsense Knowledge 19 Reasoning with Uncertain Information 20 Learning and Acting with Bayes Nets 21 The Situation Calculus 22 Planning 23 Multiple Agents 24 Communication Among Agents 25 Agent Architectures

Additional information

NPB9781558604674
9781558604674
1558604677
Artificial Intelligence: A New Synthesis by Nils J. Nilsson (Stanford University)
New
Hardback
Elsevier Science & Technology
19980417
513
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a new book - be the first to read this copy. With untouched pages and a perfect binding, your brand new copy is ready to be opened for the first time

Customer Reviews - Artificial Intelligence