Home E-Books Top E-Books Contact Us Help Report Abuse - DMCA
Artificial Intelligence, book, ebook, e-book, PDF, Adobe, download, free, library, online

Artificial Intelligence
Structures and strategies for complex problem solving
George F. Luger


Year | Pearson Addison-Wesley, 2009

File Type | PDF

File Size | 6.7MB

Pages | 779

Sign-Up To Download!

This Link is Available to Members ONLY

About This Book:

In this accessible, comprehensive text, George Luger captures the essence of artificial intelligencesolving the complex problems that arise wherever computer technology is applied.Key representation techniques including logic, semantic and connectionist networks, graphical models, and many more are introduced. Presentation of agent technology and the use of ontologies are added. A new machine-learning chapter is based on stochastic methods, including first-order Bayesian networks, variants of hidden Markov models, inference with Markov random fields and loopy belief propagation. A new presentation of parameter fitting with expectation maximization learning and structure learning using Markov chain Monte Carlo sampling. Use of Markov decision processes in reinforcement learning. Natural language processing with dynamic programming (the Earley parser) and other probabilistic parsing techniques including Viterbi, are added. A new supplemental programming book is available online and in print:AI Algorithms in Prolog, Lisp and Java trade;.References and citations are updated throughout the Sixth Edition.For all readers interested in artificial intelligence.

Similar E-Books:

Artificial General Intelligence book, ebook, e-book, PDF, Adobe, download, free, library, online

Artificial General Intelligence
Ben Goertzel, Pascal Hitzler

Top Categories

Love | Sex

Mechanical Engineering
Finance | Money
Food | Cooking
Civil Engineering

Popular Links

Top E-Books
Contact Us

Download E-Book Readers
Report Abuse - DMCA

logo, book, ebook, e-book, PDF, Adobe, download, free, library, online, epub, mobi

Terms of Use  |  Privacy Policy

Notice To All Users: All parts of this website are for private use only. No files are hosted on our server, they are only indexed much like how Google works. This site merely indexes content that is readily available all over the web. The hosting server or the administrator cannot be held responsible for the contents of any linked sites or any link contained in a linked site, or changes / updates to such sites. All materials on this website is strictly for Educational Purposes ONLY.