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Artificial Intelligence : A Modern Approach

ISBN: 9780131038059 | 0131038052
Format: Hardcover
Publisher: Prentice Hall
Pub. Date: 2/1/1995

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SummaryTable of Contents
For one/two-semester, undergraduate or graduate-level courses in Artificial Intelligence. The most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence.
... MORE
I Artificial Intelligence1(52)
1 Introduction
3(28)
2 Intelligent Agents
31(22)
II Problem-solving53(96)
3 Solving Problems by Searching
55(37)
4 Informed Search Methods
92(30)
5 Game Playing
122(27)
III Knowledge and reasoning149(186)
6 Agents that Reason Logically
151(34)
7 First-Order Logic
185(32)
8 Building a Knowledge Base
217(48)
9 Inference in First-Order Logic
265(32)
10 Logical Reasoning Systems
297(38)
IV Acting logically335(78)
11 Planning
337(30)
12 Practical Planning
367(25)
13 Planning and Acting
392(21)
V Uncertain knowledge and reasoning413(110)
14 Uncertainty
415(21)
15 Probabilistic Reasoning Systems
436(35)
16 Making Simple Decisions
471(27)
17 Making Complex Decisions
498(25)
VI Learning523(126)
18 Learning from Observations
525(38)
19 Learning in Neural and Belief Networks
563(35)
20 Reinforcement Learning
598(27)
21 Knowledge in Learning
625(24)
VII Communicating, perceiving, and acting649(166)
22 Agents that Communicate
651(40)
23 Practical Natural Language Processing
691(33)
24 Perception
724(49)
25 Robotics
773(42)
VIII Conclusions815(44)
26 Philosophical Foundations
817(25)
27 AI: Present and Future
842(9)
A Complexity analysis and O() notation
851(3)
B Notes on Languages and Algorithms
854(5)
Bibliography859(46)
Index905

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