Artificial Intelligence: A Modern Approach
 First edition (1995) | |
| Author | Stuart J. Russell and Peter Norvig |
|---|---|
| Language | English |
| Genre | Computer science |
| Publisher | Prentice Hall |
Publication date | 2020 (4th Ed.) |
| Pages | 1136 (4th Ed.) |
| ISBN | 0-13-461099-7 |
| OCLC | 359890490 |
| 006.3 20 | |
| LC Class | Q335 .R86 1995 |
| Website | http://aima.cs.berkeley.edu |
Artificial Intelligence: A Modern Approach (AIMA) is a university textbook on artificial intelligence, written by Stuart J. Russell and Peter Norvig. It was first published in 1995 and the fourth edition of the book was released on 28 April 2020.[1] It is used in over 1400 universities worldwide[2] and has been called "the most popular artificial intelligence textbook in the world".[3] It is considered the standard text in the field of artificial intelligence.[4][5]
The book is intended for an undergraduate audience but can also be used for graduate-level studies with the suggestion of adding some of the primary sources listed in the extensive bibliography.
Editions
 |
- 1st 1995, red cover
- 2nd 2003, green cover
- 3rd 2009
- 4th 2020
The 4th Edition
The fourth edition to Artificial Intelligence: A Modern Approach focuses more on machine learning, deep learning, probabilistic programming, multiagent systems, and includes sections where the AI's utility function is uncertain, rather than certain.[6]
Code
Programs in the book are presented in pseudo code with implementations in Java, Python, and Lisp available online.[7] There are also unsupported implementations in Prolog, C++, C#, and several other languages. A github repository exists that is dedicated to implementations of the subject material.
References
- ^ "Artificial Intelligence: A Modern Approach, 4th Edition". Retrieved 2020-05-11.
- ^ "1178 Schools That Have Adopted AIMA". Retrieved 2010-04-11.
- ^ Kevin Gold (6/21/2011). "Norvig vs. Chomsky and the Fight for the Future of AI". Tor Books Blog.
- ^ "AAAI/EAAI Outstanding Educator Award". aaai.org. Retrieved 2022-01-19.
- ^ "Nobel Week Dialogue 2019". NobelPrize.org. Retrieved 2022-01-19.
- ^ Russell, Stuart; Norvig, Peter. "Preface To Artificial Intelligence: A Modern Approach" (PDF). Pearson. Pearson. Retrieved 24 May 2020.
- ^ "Online Code Repository". Retrieved 2010-04-11.
External links
- "AIMA" (1st ed.). S Russell.
- "AIMA". Computer Science Division (4th ed.). Berkeley CoE.
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