Artificial intelligence : a modern approach

The Resource Artificial intelligence : a modern approach
Label
Artificial intelligence : a modern approach
Title remainder
a modern approach
Statement of responsibility
Stuart J. Russell and Peter Norvig ; contributing writers, John F. Canny, Jitendra M. Malik, Douglas D. Edwards
Creator
Contributor
Subject
Language
eng
Summary
Intelligent Agents - Stuart Russell and Peter Norvig show how intelligent agents can be built using AI methods, and explain how different agent designs are appropriate depending on the nature of the task and environment. Artificial Intelligence: A Modern Approach is the first AI text to present a unified, coherent picture of the field. The authors focus on the topics and techniques that are most promising for building and analyzing current and future intelligent systems. The material is comprehensive and authoritative, yet cohesive and readable. State of the Art - This book covers the most effective modern techniques for solving real problems, including simulated annealing, memory-bounded search, global ontologies, dynamic belief networks, neural networks, adaptive probabilistic networks, inductive logic programming, computational learning theory, and reinforcement learning. Leading edge AI techniques are integrated into intelligent agent designs, using examples and exercises to lead students from simple, reactive agents to advanced planning agents with natural language capabilities
Member of
Cataloging source
DLC
Illustrations
illustrations
Index
index present
LC call number
Q335
LC item number
.R86 1995
Literary form
non fiction
Nature of contents
bibliography
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