Artificial Intelligence - Spring 82-83 

 

References & Outline

Text Books: 

 
Artificial Intelligence: A Modern Approach
Authors: Stuart Russell and Peter Norvig
Released: 1995
ISBN: 0131038052
Publisher: Prentice-Hall, Inc. Eaglewood Cliffs, New Jersey, NJ, USA
Homepage: http://www.cs.berkeley.edu/~russell/aima.html

 
Programming in Prolog, 3rd Edition
Authors: William F Clocksin and Christopher S Mellish
Released: January, 1987
ISBN: 3540175393
Publisher: Springer-Verlag, Berlin

Other References:

 
Artificial Intelligence, 2nd Edition
Authors: E. Rich and K.Knight
Released: 1991
Publisher: McGraw-Hill

 
An Introduction to Artificial Intelligence
Authors: E. Charniak and D.McDermott
Released: 1985
Publisher: Addison-Wesley

 
Prolog Programming for AI
Authors: Bratko
Released: 1990
Publisher: Addison-Wesley

Course Outline:

    1. Artificial Intelligence
      • Introduction
      • Intelligent Agents
    2. Search
      • Problem Solving & Uninformed Search
      • Informed Search
      • Game Playing
    3. Logic
      • Introduction
      • First Order Logic
      • Inference
    4. Planning
      • Introduction
    5. Uncertainty
      • Introduction
      • Probabilistic Reasoning Systems
    6. Learning
      • Introduction
      • Reinforcement Learning
    7. Advanced Topics
      • Communication
      • Robotics
    8. Conclusions
      • Summary