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Artificial Intelligence in the 21st Century

Autor Stephen Lucci, Danny Kopec
en Limba Engleză Hardback
This third edition provides a comprehensive, colorful, up-to-date, and accessible presentation of AI without sacrificing theoretical foundations. It includes numerous examples, applications, full color images, and human interest boxes to enhance student interest. New chapters on deep learning, robotics and machine learning are included. Advanced topics cover neural nets, genetic algorithms, natural language processing, planning, and complex board games. A companion disc is provided with resources, applications, and figures from the book. Numerous instructors' resources are available upon adoption.

Features:

- Includes new chapters on deep learning and robotics with new sections on speech understanding and metaphor in NLP

- Provides a comprehensive, colorful, up to date, and accessible presentation of AI without sacrificing theoretical foundations

- Uses numerous examples, applications, full color images, and human interest boxes to enhance student interest

- Introduces important AI concepts e.g., robotics, use in video games, neural nets, machine learning, and more thorough practical applications

- Features over 300 figures and color images with worked problems detailing AI methods and solutions to selected exercises

- Includes companion files with resources, simulations, and figures from the book

- Provides numerous instructors' resources, including: solutions to exercises, Microsoft PP slides, etc.
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Specificații

ISBN-13: 9781683922230
ISBN-10: 1683922239
Pagini: 750
Greutate: 1.93 kg
Ediția:3

Notă biografică

Lucci Stephen :

Stephen Lucci holds a Ph.D. from the CUNY Graduate School and currently teaches computer science at The City College of New York. Dr. Lucci has published in the areas of high-performance computing and artificial intelligence.Kopec Danny :

Danny Kopec (Late) taught at Brooklyn College. He authored several books and journal articles and was an International Chess Master.Musa Sarhan M. :

Sarhan M. Musa holds a PhD in electrical engineering and is currently a professor in the electrical and computer engineering department at Prairie View A&M University, Texas.


Cuprins

1: Overview of AI

2: Uninformed Search

3: Intelligent Search Methods

4: Search Using Games I

5: Logic in AI

6: Knowledge Representation

7: Production Systems

8. Uncertainty in AI

9: Expert Systems

10: Machine Learning and Neural Networks

11: Deep Learning

12: Search Inspired by Mother Nature

13: Natural Language Processing

14: Automated Planning

15: Robotics

16. Advanced Computer Games

17. Reprise

18. AI and Security

19. AI Programming

Appendices