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The Internet as a sample application for intelligent systems Added in several places including logical agents planning and natural language NEW Increased coverage of material Includes expanded coverage of default reasoning and truth maintenance systems including multi agentdistributed AI and game theory probabilistic approaches to learning including EM detailed descriptions of probabilistic inference algorithms 5 stars because there is uite simply no substituteArtificial 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 Those of us students of a certain age will recall terms like symbolic vs connectionist vs probabilistic as well as scruffies and neats Key figures events and schools of thought span multiple institutions on multiple continents In short a major challenge facing anyone wishing to survey Artificial Intelligence is simply coming up with a unifying themeThe major accomplishment in my opinion of AIMA then is that 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 and having dug the pond and filled it with water skip a stone across the surface 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 For the latter purpose the extensive bibliography is indispensableWith all of this said I have to acknowledge that Russell and Norvig are not entirely impartial AI practitioners Norvig in particular is well known by now as a staunch Bayesian probabilist who as Director of Search uality or Machine Learning or whatever Google has decided to call it today has made Google the Bayesian powerhouse that it is Less known is Norvig s previous stint at high tech startup Junglee which was acuired by So to some extent Peter Norvig powers both Google and So one can probably claim not without justification that AIMA emphasizes Bayesian probability over other approachesFinally as good as AIMA is it is still a survey Even with respect to Bayesian probability the treatment is introductory as I discovered with some shock upon reading Probability Theory The Logic of Science That s OK though it s the best introduction I ve ever seenSo read it once for the survey keep it on your shelf for the bibliography and refer back to it whenever you find yourself thinking hey didn t I read about that somewhere before

free download È eBook, PDF or Kindle ePUB ¶ Stuart Russell

Artificial Intelligence A Modern Approach

NEW Updated and expanded exercises % of the exercises are revised with new exercises NEW On line Java software Makes it easy for students to do projects on the web using intelligent agents A unified agent based approach to AI Organizes the material around the task of building intelligent agents Comprehensive up to date coverage Includes a unified view of the field organized around the rational decision making pa The Bible on computational decision making I use this term as this book is not just about the AImachine learning we consistently hear about it s much This textbook tends to perfection with no stone left unturned Looking forward to the next edition which at the accelerating rate of innovation looks overdue the following sentence surely feels outdated Current Go programs play at the master level on a reduced 9 9 board but are still at advanced amateur level on a full board 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 2 I also liked all the gaming aspects such as the Wumpus World which I didn t know before I truly wish I had discovered that book when it was first published in 1995 sigh

Stuart Russell ¶ 7 review

For one or two semester undergraduate or A Modern PDF #200 graduate level courses in Artificial Intelligence The long anticipated revision Artificial Intelligence ePUB #10003 of this best selling text offers the most comprehensive up to date introduction to the theory and practice Intelligence A Modern PDFEPUB #229 of artificial intelligence NEW Nontechnical learning material Accompanies each part of the book NEW Wants a book that explains broad and deep AI yet in laymen term nearly This is IT 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 authors did a great job of keeping the contents up to date with the latest happenings in AI while keeping the readers sane Overall thumbs up


10 thoughts on “Artificial Intelligence A Modern Approach

  1. says:

    This monumental work which completely dominates the AI textbook market has been compared with classics like Watson's Molecular Biolo

  2. says:

    Heh I opened this up to find the ISBN and found dried blood all over the pages suggesting I read this during my

  3. says:

    Wants a book that explains broad and deep AI yet in laymen term nearly This is IT Of all the AI books I have read this one i

  4. says:

    Holy balls this book has a lot of pages I also don't know why these things always have to have separate ``international'' editionsIt 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 Then it finishes off with an interesting bu

  5. says:

    5 stars because there is uite simply no substituteArtificial 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 Those of us students of a cer

  6. says:

    For a textbook this is amazingly accessible and interesting if you have any interest in the topic this is the book to read It's 100 or but it's very popular for AI classes so any good college library should have a copy

  7. says:

    The Bible on computational decision making I use this term as this book is not just about the AImachine learning we consistently hear about it’s much This textbook tends to perfection with no stone left unturne

  8. says:

    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 ju

  9. says:

    A fantastic textbook that's not only a great introduction to AI but also serves as a survey course in technical writing I only read about 75% of it but definitely plan on revisiting it Re reading some earlier ch

  10. says:

    It was written like a text book for undergrads with extensive coverage of many topics However I was looking for in depth information on knowledge representation But it was too superficial for my need May be in 3rd edition it encompassed the latest ideas in this area