Russell, Stuart J.

Artificial intelligence : a modern approach / Stuart J. Russell and Peter Norvig ; contributing writers, John F. Canny, Jitendra M. Malik, Douglas D. Edwards. - Englewood Cliffs, N.J. ; Delhi : Prentice Hall ; Pearson Education, c1995. - xxviii, 932 p. : ill. ; 24 cm. - Prentice Hall series in artificial intelligence. .

Includes bibliographical references (p. 859-903) and index.

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

8178085542 0131038052 9780133601244


Artificial intelligence.

Q335 / .R86 1995

006.3 / RUA 1995

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