[Stuart Russell] Summary Artificial Intelligence A Modern Approach Ebook

review ´ eBook, ePUB or Kindle PDF × Stuart Russell

Free read Artificial Intelligence A Modern Approach Artificial Intelligence A Modern Approach characters Ê 108 review ´ eBook, ePUB or Kindle PDF × Stuart Russell 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

Free read Artificial Intelligence A Modern Approach

Artificial Intelligence A Modern Approach

Free read Artificial Intelligence A Modern Approach Artificial Intelligence A Modern Approach characters Ê 108 review ´ eBook, ePUB or Kindle PDF × Stuart Russell 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. This monumental work which completely dominates the AI textbook market has been compared with classics like Watson s Molecular Biology of the Cell and eminently succeeds in its goal of providing a clear single volume summary of the whole field of Artificial Intelligence As pointed out on the book s home page it is used in over 1200 universities in over 100 countries and is the 25th most cited publication on Citeseer and the 2nd most cited publication of this century The occasional suggestion 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 CVsWhat was that Ah yes as a matter of fact it does cite one of my papers How did you guess

review ´ eBook, ePUB or Kindle PDF × Stuart Russell

Free read Artificial Intelligence A Modern Approach Artificial Intelligence A Modern Approach characters Ê 108 review ´ eBook, ePUB or Kindle PDF × Stuart Russell 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

  • Hardcover
  • 1132
  • Artificial Intelligence A Modern Approach
  • Stuart Russell
  • English
  • 12 September 2019
  • 9780137903955