 First edition (1995) | |
| Author | Stuart J. Russell andPeter Norvig |
|---|---|
| Language | English |
| Genre | Computer science |
| Publisher | Prentice Hall |
Publication date | 2020 (4th Ed.) |
| Media type | book |
| 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 onartificial intelligence (AI), written byStuart J. Russell andPeter Norvig. It was first published in 1995, and the fourth edition of the book was released on 28 April 2020.[1]
AIMA has been called "the most popular artificial intelligence textbook in the world",[2] and is considered the standard text in the field of AI.[3][4] As of 2023, it was being used at over 1500 universities worldwide,[5] and it has over 59,000 citations onGoogle Scholar.[6]
AIMA is intended for an undergraduate audience but can also be used forgraduate-level studies with the suggestion of adding some of theprimary sources listed in the extensive bibliography.[citation needed]
AIMA gives detailed information about the working of algorithms in AI.
The book's chapters span from classical AI topics likesearching algorithms andfirst-order logic,propositional logic andprobabilistic reasoning to advanced topics such asmulti-agent systems,constraint satisfaction problems,optimization problems,artificial neural networks,deep learning,reinforcement learning, andcomputer vision.[7]
The authors provide aGitHubrepository withimplementations of various exercises andalgorithms from the book in differentprogramming languages.[7][8]
Programs in the book are presented inpseudo code with implementations inJava,Python,Lisp,JavaScript, andScala available online.[8]
The first and last editions ofAIMA were published in 1995 and 2020, respectively, with four editions published in total (1995, 2003, 2009, 2020).[9]
The following is a list of the US print editions. For other editions, the publishing date and thecolors of the cover can vary.[9]
Various editions have been translated from the originalEnglish into several languages, including at leastChinese,French,German,Hungarian,Italian,Romanian,Russian, andSerbian.[9]
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