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Artificial Intelligence: A Modern Approach

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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 has been called "the most popular artificial intelligence textbook in the world",[2] and is considered the standard text in the field of artificial intelligence.[3][4] As of 2023, it is used in over 1500 universities worldwide,[5] and it has over 59,000 citations on Google Scholar.[6] 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.Template:Fix/category[citation needed]


AIMA gives detailed information about the working of algorithms in AI. The book's chapters span from classical AI topics like searching algorithms and first-order logic, propositional logic and probabilistic reasoning to advanced topics such as multi-agent systems, constraint satisfaction problems, optimization problems, artificial neural networks, deep learning, reinforcement learning and computer vision.[7]


The authors provide a GitHub repository with implementations of various exercises and algorithms from the book in different programming languages.[7][8] Programs in the book are presented in pseudo code with implementations in Java, Python, Lisp, JavaScript and Scala available online.[8]


The first and last edition of the book were published in 1995 and 2020 respectively, with four editions published in total.[9]

The following is a list of the US print editions. For other editions, the publishing date and the colours of the cover may be different.[9]

  • 1st edition: published in 1995 with red cover
  • 2nd edition: published in 2003 with green cover
  • 3rd edition: published in 2009 with blue cover
  • 4th edition: published in 2020 with purple cover

All editions have been translated in several languages, such as Chinese, French, German, Hungarian, Italian, Romanian, Russian, Serbian.


  1. "Artificial Intelligence: A Modern Approach, 4th edition". Retrieved 2020-05-11.
  2. Gold, Kevin (2011-06-21). "Norvig vs. Chomsky and the Fight for the Future of AI". Tor Books Blog. Archived from the original on 2011-06-25. Retrieved 2023-12-11.
  3. "Nobel Week Dialogue 2019". Retrieved 2022-01-19.
  4. John, Comex. "Artificial Intelligence". Retrieved 7 August 2021.
  5. "1549 Schools That Have Adopted AIMA". Retrieved 2023-12-11.
  6. "Artificial intelligence: a modern approach". Retrieved 2023-12-11.
  7. a b "Artificial Intelligence: A Modern Approach, 4th US ed". 2022-08-22. Retrieved 2023-12-26.
  8. a b "aimacode". GitHub. Retrieved 2023-04-12.
  9. a b Russell, Stuart; Norvig, Peter (2021-12-18). "All Editions and Translations of AI: A Modern Approach". Retrieved 2023-12-26.

External links

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