Artificial Intelligence. A Modern Approach. Stuart J. Russell and Peter Norvig. Contributing writers: John F. Canny, Jitendra M. Malik, Douglas D. Edwards. Desde la acuñación del término Inteligencia Artificial (IA), en los años 50 Lastly , the book from Russel and Norvig  provides a good starting. One of the important features of the artificial agents of the future will be their As described in Russell and Norvig (), agent behavior can be guided by.
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Norvig, in particular, is well-known by now as a staunch Bayesian probabilist who, as Director of Search Quality or Machine Learning or whatever Google has decided to call it today, has made Google the Bayesian powerhouse that it is.
This is holy grail i.
Pretty much THE book to have on comprehensive artificial intelligence. Sep 02, Erik rated it liked it. Published December 20th by Prentice Hall first published December 13th Sometimes their bias shows, but that is something I am willing to put up with for a book artificiial covers the field so well.
Open Preview See a Problem? T The Bible on computational decision-making.
Artificial Intelligence is, in the context of the infant science of computing, a very old and very broad subdiscipline, the “Turing test” having arisen, not only at the same time, but from the same person as many of the foundations of computing itself. May 27, Mahmoud Adly rated it liked it.
Mar 20, ali is currently reading it Recommends it for: Holy balls this book has a lot of pages. There are 2 aspects I particularly enjoyed, 1 the historical sections at the end of each chapter; the introduction also gave a fascinating history of AI and its relationship to other fields neurology, logics, cybernetics…. This monumental work, which completely dominates the AI textbook market, has been compared with niteligencia like Watson’s Molecular Biology of the Celland eminently succeeds in its goal of providing a clear, single-volume summary of the whole field of Artificial Intelligence.
Artificial Intelligence: A Modern Approach
A comprehensive course in modern AI topics. I highly recommend it to anyone interested in the field. While the book is dense with information, the authors provide clear explanations that will be easily picked up by the careful reader. This is the most complete and comprehensive book I read on a subject of Artificial Intelligence so far and it’s very well written as well.
Dec 19, Arjun rated it it was amazing Shelves: There are enough examples, but not enough good and clear examples. So to some extent Peter Norvig powers both Google and Amazon. That’s fitting, since cocaine and the study of artificial intelligence seem to enjoy several similarities — incredible expense as a barrier to entry, exciting short-term effects see: Russell and Norvig take the hodge-podge of AI research, manage to fit it sensibly into a narrative structure centered on the notion of different kinds of “agents” not to be confused with that portion of AI research that explicitly refers to its constructs as “agents!
Despite that, there is no more comprehensive onrvig on AI. Um excelente intdligencia para quem quer estudar fundamentos de IA, recomendo.
Artificial Intelligence: A Modern Approach
There are many problems at the end of each chapter, but not nodvig any hints of how to solve them. The second half of the book is also extremely math heavy and I will most likely have to revisit some chapters when I get a better understanding of the advanced math needed for AI and ML.
However it does provide a good theoretical introduction to many subjects.
Dec 17, Drew rated it really liked it Shelves: If you plan diving into AI really seriously and you are keen to invest some good amount of time going through pages of this book then I really recommend it for you. Very short on detail in some areas such as Neural Networks. I found out that I already knew most of this, from studies of Bayesian reasoning which is very tricky by the way and should not be blindly implemented like this without a clear view of the limitationsand the study of acyclic causal graphs which is standard academy reading for philosophers.
There is a set of multiple choice questions and answers at the end of the book; these challenge only the students ability to memorize definitions. Just a moment while we sign you in to your Goodreads account.
Don’t expect implementations in anything but general russelll in this book. I particularly liked that each chapter had an extensive section with historical and biographical notes at the end.
The first 10 chapters or so are the best and the second half of the book can be a bit of a trudge as it devolves into mathematical masturbation.
This textbook tends to perfection, with no stone left unturned. An excellent companion to an undergraduate course in artificial intelligence. It covers many AI topics including intelligent agents, searching, knowledge representation, machine learning, etc.
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Artificial Intelligence: A Modern Approach by Stuart Russell
Want to Read Currently Reading Read. See this thread for more information. Want to Read saving…. So read it once for the survey, keep it on your shelf for the bibliography, and refer back to it whenever you find yourself ruasell “hey, didn’t I read about that somewhere before? Mignan rated it it was amazing Shelves: That’s where machine learning comes in.
For the latter purpose, the extensive bibliography is indispensable.