Artificial Intelligence – Stuart Russell, Peter Norvig – 3rd Edition


Artificial Intelligence: A Modern Approach, 3e offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. Number one in its field, this textbook is ideal for one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence.

Dr. Peter Norvig, contributing Artificial Intelligence author and Professor Sebastian Thrun, a Pearson author are offering a free online course at Stanford University on artificial intelligence.

According to an article in The New York Times , the course on artificial intelligence is “one of three being offered experimentally by the Stanford computer science department to extend technology knowledge and skills beyond this elite campus to the entire world.” One of the other two courses, an introduction to database software, is being taught by Pearson author Dr. Jennifer Widom.

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  • Part I Artificial Intelligence
    1 Introduction
    2 Intelligent Agents

    Part II Problem Solving

    3 Solving Problems by Searching
    4 Beyond Classical Search
    5 Adversarial Search
    6 Constraint Satisfaction Problems

    Part III Knowledge and Reasoning

    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

    Part IV Uncertain Knowledge and Reasoning

    13 Quantifying Uncertainty
    14 Probabilistic Reasoning
    15 Probabilistic Reasoning over Time
    16 Making Simple Decisions
    17 Making Complex Decisions

    Part V Learning

    18 Learning from Examples
    19 Knowledge in Learning
    20 Learning Probabilistic Models
    21 Reinforcement Learning

    Part VII Communicating, Perceiving, and Acting

    22 Natural Language Processing
    23 Natural Language for Communication
    24 Perception
    25 Robotics

    Part VIII Conclusions

    26 Philosophical Foundations
    27 AI: The Present and Future
  • Citation

Download now Artificial Intelligence: A Modern Approach

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