J u m p t o c o n t e n t
M a i n m e n u
M a i n m e n u
N a v i g a t i o n
● M a i n p a g e
● C o n t e n t s
● C u r r e n t e v e n t s
● R a n d o m a r t i c l e
● A b o u t W i k i p e d i a
● C o n t a c t u s
● D o n a t e
C o n t r i b u t e
● H e l p
● L e a r n t o e d i t
● C o m m u n i t y p o r t a l
● R e c e n t c h a n g e s
● U p l o a d f i l e
S e a r c h
Search
A p p e a r a n c e
● C r e a t e a c c o u n t
● L o g i n
P e r s o n a l t o o l s
● C r e a t e a c c o u n t
● L o g i n
P a g e s f o r l o g g e d o u t e d i t o r s l e a r n m o r e
● C o n t r i b u t i o n s
● T a l k
( T o p )
1
C o n t e n t
T o g g l e C o n t e n t s u b s e c t i o n
1 . 1
C o d e
2
E d i t i o n s
3
R e f e r e n c e s
4
E x t e r n a l l i n k s
T o g g l e t h e t a b l e o f c o n t e n t s
A r t i f i c i a l I n t e l l i g e n c e : A M o d e r n A p p r o a c h
1 0 l a n g u a g e s
● A f r i k a a n s
● ا ل ع ر ب ي ة
● E s p a ñ o l
● ف ا ر س ی
● F r a n ç a i s
● P o r t u g u ê s
● С р п с к и / s r p s k i
● S v e n s k a
● У к р а ї н с ь к а
● T i ế n g V i ệ t
E d i t l i n k s
● A r t i c l e
● T a l k
E n g l i s h
● R e a d
● E d i t
● V i e w h i s t o r y
T o o l s
T o o l s
A c t i o n s
● R e a d
● E d i t
● V i e w h i s t o r y
G e n e r a l
● W h a t l i n k s h e r e
● R e l a t e d c h a n g e s
● U p l o a d f i l e
● S p e c i a l p a g e s
● P e r m a n e n t l i n k
● P a g e i n f o r m a t i o n
● C i t e t h i s p a g e
● G e t s h o r t e n e d U R L
● D o w n l o a d Q R c o d e
● W i k i d a t a i t e m
P r i n t / e x p o r t
● D o w n l o a d a s P D F
● P r i n t a b l e v e r s i o n
A p p e a r a n c e
F r o m W i k i p e d i a , t h e f r e e e n c y c l o p e d i a
Book by Stuart J. Russell and Peter Norvig
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
[ edit ]
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]
Code
[ edit ]
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]
Editions
[ edit ]
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]
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
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 ]
References
[ edit ]
^ "Nobel Week Dialogue 2019" . NobelPrize.org . Retrieved 2022-01-19 .
^ John, Comex. "Artificial Intelligence" . Retrieved 7 August 2021 .
^ "1549 Schools That Have Adopted AIMA" . Retrieved 2023-12-11 .
^ "Artificial intelligence: a modern approach" . Retrieved 2023-12-11 .
^ a b "Artificial Intelligence: A Modern Approach, 4th US ed" . aima.cs.berkeley.edu . 2022-08-22. Retrieved 2023-12-26 .
^ a b "aimacode" . GitHub . Retrieved 2023-04-12 .
^ 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 .
External links
[ edit ]
t
e
R e t r i e v e d f r o m " https://en.wikipedia.org/w/index.php?title=Artificial_Intelligence:_A_Modern_Approach&oldid=1222113628 "
C a t e g o r i e s :
● 1 9 9 5 n o n - f i c t i o n b o o k s
● 2 0 0 3 n o n - f i c t i o n b o o k s
● 2 0 0 9 n o n - f i c t i o n b o o k s
● 2 0 2 0 n o n - f i c t i o n b o o k s
● A r t i f i c i a l i n t e l l i g e n c e t e x t b o o k s
● C o g n i t i v e s c i e n c e l i t e r a t u r e
● E n g l i s h - l a n g u a g e b o o k s
● R o b o t i c s b o o k s
● P r e n t i c e H a l l b o o k s
● C o m p u t e r b o o k s t u b s
H i d d e n c a t e g o r i e s :
● A r t i c l e s w i t h s h o r t d e s c r i p t i o n
● S h o r t d e s c r i p t i o n m a t c h e s W i k i d a t a
● A l l a r t i c l e s w i t h u n s o u r c e d s t a t e m e n t s
● A r t i c l e s w i t h u n s o u r c e d s t a t e m e n t s f r o m D e c e m b e r 2 0 2 3
● A r t i c l e s w i t h u n s o u r c e d s t a t e m e n t s f r o m A p r i l 2 0 2 4
● A r t i c l e s w i t h V I A F i d e n t i f i e r s
● A l l s t u b a r t i c l e s
● T h i s p a g e w a s l a s t e d i t e d o n 3 M a y 2 0 2 4 , a t 2 3 : 3 8 ( U T C ) .
● T e x t i s a v a i l a b l e u n d e r t h e C r e a t i v e C o m m o n s A t t r i b u t i o n - S h a r e A l i k e L i c e n s e 4 . 0 ;
a d d i t i o n a l t e r m s m a y a p p l y . B y u s i n g t h i s s i t e , y o u a g r e e t o t h e T e r m s o f U s e a n d P r i v a c y P o l i c y . W i k i p e d i a ® i s a r e g i s t e r e d t r a d e m a r k o f t h e W i k i m e d i a F o u n d a t i o n , I n c . , a n o n - p r o f i t o r g a n i z a t i o n .
● P r i v a c y p o l i c y
● A b o u t W i k i p e d i a
● D i s c l a i m e r s
● C o n t a c t W i k i p e d i a
● C o d e o f C o n d u c t
● D e v e l o p e r s
● S t a t i s t i c s
● C o o k i e s t a t e m e n t
● M o b i l e v i e w