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Written by Stuart J. Russell
Edition: 1995
Format(s): PDF
Language: English
This is an introduction to the theory and practice of artificial intelligence. It uses an intelligent agent as the unifying theme throughout, and covers areas that are sometimes underemphasized elsewhere. These include reasoning under uncertainty, learning, natural language, vision and robotics. The book also explains in detail some of the more recent ideas in the field, including simulated annealing, memory-bounded search, global ontologies, dynamic belief networks, neural nets, inductive logic programming, computational learning theory, and reinforcement learning.
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Creation Date: | Thu, 07 Jul 2011 21:09:49 -0400 |
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Artificial Intelligence: A Modern Approach (3rd ed) -- Russell and Norvig.pdf 88.37 MBs | |
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