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  • Hardcover
  • 1132
  • Artificial Intelligence A Modern Approach
  • Stuart Russell
  • English
  • 13 January 2018
  • 9780137903955

Stuart Russell à 4 Download

Download ✓ PDF, DOC, TXT or eBook à Stuart Russell Read & Download Artificial Intelligence A Modern Approach 104 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 NEW Updated and expanded exerci. 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 but not really relevant and highly unrigorous not to mention typo ridden overview of Google s various products mostly PageRank and Google TranslateThere s a few chapters after that but I think it s best to pretend they don t exist Chapter 26 Philosophical Foundations in particular was a fucking embarrassment giving unnecessary to idiots like John Searle and Ray Kurzweil and wasting paper on absurd hand wringing over off the wall science fiction scenarios AI is too legitimate and interesting a field to justify that sort of crap in a university textbookIn spite of all that though it s still a very good book and a good overview of the field I particularly liked that each chapter had an extensive section with historical and biographical notes at the end 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 progress it s far behind us now

Download ✓ PDF, DOC, TXT or eBook à Stuart Russell

Artificial Intelligence A Modern Approach

Download ✓ PDF, DOC, TXT or eBook à Stuart Russell Read & Download Artificial Intelligence A Modern Approach 104 Ses 75% of the exercises are revised with 100 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. 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 is there such a thing as AI or are we just hoping there will be and 2 what can I learn as a philosopher from AI whether it exists or not Goal 2 was much important as I teach a logic of induction class and of course one major pillar of AI would be developing machines that can perform judgments under uncertainty and apply rational heuristics as well as humans do which is not very well at all by the way 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 limitations and the study of acyclic causal graphs which is standard academy reading for philosophers These graphs also admit of howlers and counterexamples as anyone knows I am interested in the idea of developing stupid machines that function like neural networks and less like probability maximizers The human brain is fundamentally in my view anyway a stupid machine full of crazy workarounds and faulty logic The correct solution or path is virtually never the one evolution comes up with it just grinds it out with massive armies of neurons and interconnections and lots of trial and error but nothing one would call a computation as in Turing machines Elegant algorithms for computer vision have I believe nothing to do with the way the brain constructs the visual image One philosopher s take

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Download ✓ PDF, DOC, TXT or eBook à Stuart Russell Read & Download Artificial Intelligence A Modern Approach 104 For one or two semester undergraduate or graduate level courses in Artificial Intelligence The long anticipated revision of this best selling text offers the most comprehensive up to date introduction to the theory and practice of artificial intelligence NEW Nontechnical learning material Accompanies each part of the book NEW The Internet as a sample application for intelligent systems. 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