Artificial Intelligence: A Modern Approach
Publisher: Prentice Hall
Published: 2009
Language: eng
Number of pages: 1152
Description: 3rd
Table of contents: title: Part I Artificial Intelligence; title: 1 Introduction; title: 2 Intelligent Agents; title: Part II Problem Solving; title: 3 Solving Problems by Searching; title: 4 Beyond Classical Search; title: 5 Adversarial Search; title: 6 Constraint Satisfaction Problems; title: Part III Knowledge and Reasoning; title: 7 Logical Agents; title: 8 First-Order Logic; title: 9 Inference in First-Order Logic; title: 10 Classical Planning; title: 11 Planning and Acting in the Real World; title: 12 Knowledge Representation; title: Part IV Uncertain Knowledge and Reasoning; title: 13 Quantifying Uncertainty; title: 14 Probabilistic Reasoning; title: 15 Probabilistic Reasoning over Time; title: 16 Making Simple Decisions; title: 17 Making Complex Decisions; title: Part V Learning; title: 18 Learning from Examples; title: 19 Knowledge in Learning; title: 20 Learning Probabilistic Models; title: 21 Reinforcement Learning; title: Part VII Communicating, Perceiving, and Acting; title: 22 Natural Language Processing; title: 23 Natural Language for Communication; title: 24 Perception; title: 25 Robotics; title: Part VIII Conclusions; title: 26 Philosophical Foundations; title: 27 AI: The Present and Future