Artificial Intelligence

A Modern Approach - The Intelligent Agent Book

Stuart Russell, Peter Norvig - Collection Prentice Hall Series in Artificial Intelligence

1132 pages, parution le 20/12/2003 (2^eme édition)

Ajouter à une liste

Indisponible

Résumé

For one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence.

The long-anticipated revision of this best-selling text offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence.

New To This Edition

Nontechnical learning material

Provides a simple overview of major concepts, uses a nontechnical language to help increase understanding. Makes the book accessible to a broader range of students.

The Internet as a sample application for intelligent systems - Examples of logical reasoning, planning, and natural language processing using Internet agents.

Promotes student interest with interesting, relevant exercises

Increased coverage of material - New or expanded coverage of constraint satisfaction, local search planning methods, multi-agent systems, game theory, statistical natural language processing and uncertain reasoning over time. More detailed descriptions of algorithms for probabilistic inference, fast propositional inference, probabilistic learning approaches including EM, and other topics.

Brings students up to date on the latest technologies, and presents concepts in a more unified manner.

Updated and expanded exercises - 75% of the exercises are revised, with 100 new exercises.

More Online Software.

Allows many more opportunities for student projects on the web.

L'auteur - Stuart Russell

Stuart Russell est professeur au département d'informatique à l'université de Berkeley (Californie), où il dirige le Center for Human-Compatible Artificial Intelligence. Il est membre du bureau exécutif de l'AAAI (American Association for Artificial Intelligence) et membre de l'ACM (Association for Computing Machinery). Il a publié plus de 300 articles sur l'IA et est l'auteur de plusieurs livres, dont le best-seller : Artificial Intelligence, A Modern Approach.

Autres livres de Stuart Russell

Intelligence artificielle 4e édition

Découvrir tous les livres de Stuart Russell

L'auteur - Peter Norvig

Peter Norvig est directeur de la recherche chez Google. Il a co-dirigé un cours d'IA en ligne auquel 160 000 étudiants se sont inscrits, contribuant à lancer la révolution des cours massifs en ligne ouverts à tous (MOOC). Il a dirigé la division informatique du centre de recherche Ames de la NASA, où il a supervisé la recherche et le développement en matière d'IA et de robotique. Il a écrit 4 livres, dont Paradigms of Artificial Intelligence Programming.

Autres livres de Peter Norvig

Intelligence artificielle 4e édition

Découvrir tous les livres de Peter Norvig

Sommaire

Artificial Intelligence
- Introduction
- Intelligent Agents
Problem-Solving
- Solving Problems by Searching
- Informed Search and Exploration
- Constraint Satisfaction Problems
- Adversarial Search
Knowledge and Reasoning
- Logical Agents
- First-Order Logic
- Inference in First-Order Logic
- Knowledge Representation
Planning
- Planning
- Planning and Acting in the Read World
Uncertain Knowledge and Reasoning
- Uncertainty
- Probabilistic Reasoning Systems
- Probabilistic Reasoning Over Time
- Making Simple Decisions
- Making Complex Decisions
Learning
- Learning from Observations
- Knowledge in Learning
- Statistical Learning Methods
- Reinforcement Learning
Communicating, Perceiving, and Acting
- Agents that Communicate
- Text Processing in the Large
- Perception
- Robotics
Conclusions
- Philosophical Foundations
- AI: Present and Future

Voir tout

Replier

Caractéristiques techniques

	PAPIER
Éditeur(s)	Prentice Hall
Auteur(s)	Stuart Russell, Peter Norvig
Collection	Prentice Hall Series in Artificial Intelligence
Parution	20/12/2003
Édition	2^eme édition
Nb. de pages	1132
Couverture	Broché
Intérieur	Noir et Blanc
EAN13	9780130803023
ISBN13	978-0-13-080302-3