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 [6] 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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Its main weakness lies in the lacking coverage of “new AI” topics, such as evolutionary algorithms.

Artificial Intelligence: A Modern Approach by Stuart Russell

Goal 2 was much more important as I teach a logic of induction class and artificiao course one major pillar of AI would be developing machines that can perform judgments under uncertainty and apply rational heuristics as well as OK so I did not read this cover to cover, but I did look closely at much of what you might call the foundational chapters, just to see 1. Mar 07, Nakosy rated it really liked it.

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….

If nothing else, it at least demonstrates that if the AI winter was ever a real thing at least in terms of research activity and progressit’s far behind us now. It covers many AI topics including intelligent agents, searching, knowledge representation, machine learning, etc. Oct 12, Tasnim Dewan Orin rated it it was amazing Shelves: I truly wish I had discovered that book when it was first published insigh What a nice and useful book!


Want to Read Currently Reading Read. The occasional russdll you may hear that it “has passed its sell-by” or “gives a decent picture of Good Old-Fashioned AI” can unhesitatingly be written off as envious carping from academics who wish they’d got something even a tenth as impressive on their CVs.

Goodreads helps you keep track of books you want to read. Sometimes their bias shows, but that is something I am willing to put up with for a book that covers the field so well. I liked the chapters on search. A comprehensive course in modern AI topics.

The major accomplishment, in my opinion, of AIMA, then, is that: Even if you are not taking the course, or after you have took it, this book is a superb reference on the subject for graduate students and professionals alike.

Looking forward to the next edition, which, at the accelerating rate of innovation, looks overdue the following sentence surely feels outdated: There are many problems at russeol end of each chapter, but not even any hints of how to solve them. Unfortunately, some chapters are straight up bad the chapter on Philosophical Foundations comes to mindbut these tend to be few and far between. 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.

I particularly liked that each chapter had an extensive section with historical and biographical notes at the end. All the articicial AI before or so is here and the accompanying code in lisp and python is a good way to learn about the implementation details.


There are enough examples, but not enough good and clear examples.

Of all the AI books I have read, this one is arguably the most accessible to undergrads CS, EE background It assumes only minimal mathematical formalities and pretty much the maths things are self-contained. I regard this as my personal bible and would recommend it to anyone who is involved in technical artificial intelligence.

Return to Book Page. The Logic of Science. Then it finishes off with an interesting but not really relevant and highly unrigorous not to mention typo-ridden overview of Google’s various products mostly PageRank and Google Translate. It was used in my university on AI.

Finally, as good as AIMA is, it is still a survey. Trivia Nrovig Artificial Intell Published December 20th by Prentice Hall first published December 13th There is a set of multiple adtificial questions and answers at the end of the book; these challenge only the students ability to memorize definitions.

Artificial Intelligence: A Modern Approach

Nov 22, Manny rated it it was amazing Shelves: AI is too legitimate and interesting a field to justify that sort of crap in a university textbook. The Bible on computational decision-making. Don’t expect implementations in anything but general pseudocode in this book.