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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See this thread for more information. 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. AI is too legitimate and interesting a field to justify that sort of crap in a university textbook. Re-reading some earlier chapters taught me how much I missed on a first read or forgot. Read this, re-read this, and treat it with care — you will reap the rewards for a long time to come.
Mar 01, Jaslyn rated it it was amazing. It starts off strongly for a few hundred pages, but then for no reason at all devotes several chapters to high school-level probability and statistics, before devolving into essentially pointless mathematical show-boating for another few hundred pages.
At least I know where to go when I have a problem.
We used this inteliigencia for CS, but I only got halfway though that semester and remember little of it see: Goal 2 was much more important as I teach a logic of induction class and of course one major pillar of AI would be developing machines that can perform artificil 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.
I highly recommend i Fantastic and comprehensive book on the different aspects of artificial intelligence AI. Jun 07, A. There are no discussion topics on this book yet. However, I was looking for more in-depth information on knowledge representation. As pointed out on the book’s home pageit is used in over universities norrvig over countries, and is the 25th most cited publication on Citeseer and the 2nd most cited publication of this century.
Artificial Intelligence: A Modern Approach
The Logic of Science. Any ways, it is a reference after all. Want to Read saving…. Great addition to this book is A. Sometimes their bias shows, but that is something I am willing to put up with for a book that covers the field so well. The Bible on computational decision-making.
Artificial Intelligence: A Modern Approach
The book and the videos complement each another very well. Books by Stuart Russell. So one can probably claim, not without justification, that AIMA emphasizes Bayesian probability over other approaches. Even if you are not taking the course, or russfll you have took it, this book is a superb reference on the subject for graduate students and professionals alike. Mignan rated it it was amazing Shelves: 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 artiricial to other fields neurology, logics, cybernetics….
Those of us students of a certain age will recall terms like “symbolic” vs. Preview — Artificial Intelligence by Stuart Russell.
Artificial Intelligence: A Modern Approach by Stuart Russell
Return to Book Page. Nov 22, Manny rated it it was amazing Shelves: In spite of all that, though, it’s still a very good book, and a good overview of the field. Published December 20th by Prentice Hall first published December 13th Russell and Norvig take the hodge-podge of AI research, manage russell 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!
I am more interested in the idea of developing “stupid machines” that function more like neural networks and less like probability maximizers. A comprehensive course in modern AI topics. Extremely dense book that covers just about every subgroup of AI. The authors did a great job of keeping the contents up-to-date with the latest happenings in AI, while keeping the readers sane. I found out that I already knew most of this, from studies of Bayesian reasoning which is very tricky by the way and artificila 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.
It was written more like a text book rrussell undergrads with extensive coverage of many topics. It’s up to the reader whether to follow the arcs of the stone from major subject to major subject, foregoing depth, or whether to pick a particular contact point and concentrate on the eddies propagating from it.
These graphs also admit of howlers and counterexamples as anyone knows. Apr 07, Paul rated it it was amazing. Ah, yes, as a matter of fact it does cite one of my papers.
So read it once for the survey, keep it inyeligencia your shelf for the bibliography, and refer back to it whenever you find yourself thinking “hey, didn’t I read about that somewhere before?
This is THE book to read on anything to do with modern artificial intelligence. Jul 31, Wooi Hen Yap rated it really liked it. Very short on detail in russdll areas such as Neural Networks. 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.
The human brain is fundamentally in my view anyway a stupid-machine, full of crazy workarounds and faulty logic. Unfortunately, some chapters are straight up bad the chapter on Philosophical Foundations comes to mindbut these tend to be few and far between. Dec 25, Mohammed rated it it was amazing.
I am attending Stamford cs online class fall and I am also a member of the team translating the videos from English to French. For a textbook, this is amazingly accessible and interesting. I will surely remember this book when I am writing a similar one!