Artificial Intelligence: A Modern Approach

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Artificial Intelligence: A Modern Approach
LC Class
Q335 .R86 1995
Websitehttp://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]

AIMA 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 was being used at over 1500 universities worldwide,[5] and it has over 59,000 citations on Google Scholar.[6]

AIMA 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.[citation needed]

Content

AIMA gives detailed information about the working of algorithms in AI. The book's chapters span from classical AI topics like

artificial neural networks, deep learning, reinforcement learning, and computer vision.[7]

Code

The authors provide a

pseudo code with implementations in Java, Python, Lisp, JavaScript, and Scala available online.[8]

Editions

The first and last editions of AIMA 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 the

colors of the cover can vary.[9]

Various editions have been translated from the original English into several languages, including at least Chinese, French, German, Hungarian, Italian, Romanian, Russian, and Serbian. However, the latest, 4th edition is available only in English, French,[9] and Italian.[citation needed]

See also

References

  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". www.tor.com. Tor Books Blog. Archived from the original on 2011-06-25. Retrieved 2023-12-11.
  3. ^ "Nobel Week Dialogue 2019". NobelPrize.org. 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". aima.cs.berkeley.edu. 2022-08-22. Retrieved 2023-12-26.
  8. ^ a b "aimacode". GitHub. Retrieved 2023-04-12.
  9. ^ a b c Russell, Stuart; Norvig, Peter (2021-12-18). "All Editions and Translations of AI: A Modern Approach". aima.cs.berkeley.edu. Retrieved 2023-12-26.

Bibliography

External links

  • "AIMA" (1st ed.). S Russell.
  • "AIMA". Computer Science Division (4th ed.). Berkeley CoE.
  • Pollack, Martha E. (1995-09-15). "Artificial Intelligence -- A Modern Approach -- A Review". AI Magazine. 16 (3): 73–73.
    ISSN 2371-9621
    .