Artificial Intelligence : a modern approach / by Stuart Russell, Peter Norvig

By: Russell, Stuart
Contributor(s): Norvig, Peter
Material type: TextTextPublisher: New Dehli : Pearson education, 2012Edition: 2ndDescription: xxviii,1022 p. : ill. ; 23 cmISBN: 9788177583670Subject(s): Aritificial intelligenceDDC classification: 006.33
Contents:
I. Artificial Intelligence. Intelligent Agents -- II. Problem-solving. Solving Problems by Searching. Informed Search Methods. Game Playing -- III. Knowledge and reasoning. Agents that Reason Logically. First-Order Logic. Building a Knowledge Base. Inference in First-Order Logic. Logical Reasoning Systems -- IV. Acting logically. Planning. Practical Planning. Planning and Acting -- V. Uncertain knowledge and reasoning. Uncertainty. Probabilistic Reasoning Systems. Making Simple Decisions. Making Complex Decisions -- VI. Learning. Learning from Observations. Learning in Neural and Belief Networks. Reinforcement Learning. Knowledge in Learning -- VII. Communicating, perceiving, and acting. Agents that Communicate. Practical Natural Language Processing. Perception. Robotics -- VIII. Conclusions. Philosophical Foundations. AI: Present and Future -- A Complexity analysis and O() notation -- B Notes on Languages and Algorithms
Summary: Stuart J. Russell and Peter Norvig ; contributing writers, John F. Canny, Jitendra M. Malik, Douglas D. Edwards.
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Index included

I. Artificial Intelligence. Intelligent Agents -- II. Problem-solving. Solving Problems by Searching. Informed Search Methods. Game Playing -- III. Knowledge and reasoning. Agents that Reason Logically. First-Order Logic. Building a Knowledge Base. Inference in First-Order Logic. Logical Reasoning Systems -- IV. Acting logically. Planning. Practical Planning. Planning and Acting -- V. Uncertain knowledge and reasoning. Uncertainty. Probabilistic Reasoning Systems. Making Simple Decisions. Making Complex Decisions -- VI. Learning. Learning from Observations. Learning in Neural and Belief Networks. Reinforcement Learning. Knowledge in Learning -- VII. Communicating, perceiving, and acting. Agents that Communicate. Practical Natural Language Processing. Perception. Robotics -- VIII. Conclusions. Philosophical Foundations. AI: Present and Future -- A Complexity analysis and O() notation -- B Notes on Languages and Algorithms

Stuart J. Russell and Peter Norvig ; contributing writers, John F. Canny, Jitendra M. Malik, Douglas D. Edwards.

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