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Artificial Intelligence

Autor Stuart Russell, Peter Norvig
en Limba Engleză Paperback – 18 mai 2016

For one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence.

The long-anticipated revision of this best-selling text offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence.

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Specificații

ISBN-13: 9781292153964
ISBN-10: 1292153962
Pagini: 1152
Dimensiuni: 206 x 251 x 63 mm
Greutate: 2.39 kg
Ediția:3rd edition
Editura: PEARSON

Cuprins

  • I. Artificial Intelligence
  • 1. Introduction2. Intelligent Agents
  • II. Problem-solving
  • 3. Solving Problems by Searching
  • 4. Beyond Classical Search
  • 5. Adversarial Search
  • 6. Constraint Satisfaction Problems
  • III. Knowledge, Reasoning, and Planning
  • 7. Logical Agents
  • 8. First-Order Logic
  • 9. Inference in First-Order Logic
  • 10. Classical Planning
  • 11. Planning and Acting in the Real World
  • 12 Knowledge Representation
  • IV. Uncertain Knowledge and Reasoning13. Quantifying Uncertainty
  • 14. Probabilistic Reasoning
  • 15. Probabilistic Reasoning over Time
  • 16. Making Simple Decisions
  • 17. Making Complex Decisions
  • V. Learning18. Learning from Examples
  • 19. Knowledge in Learning
  • 20. Learning Probabilistic Models
  • 21. Reinforcement Learning
  • VI. Communicating, Perceiving, and Acting22. Natural Language Processing
  • 23. Natural Language for Communication
  • 24. Perception
  • 25. Robotics
  • VII. Conclusions
  • 26 Philosophical Foundations
  • 27. AI: The Present and Future
  • A. Mathematical Background
  • B. Notes on Languages and Algorithms
  • Bibliography
  • Index