23270
Artificial Intelligence

1. P. H. Winston, "Artificial Intelligence", Addison Wesley.

1. P. H. Winston & B. K. P. Horn, "Lisp", Addison Wesley.
2. G. F. Luger & W. A. Stubblefield, "Artificial Intelligence: structures and strategies for complex problem solving", Addison Wesley.

1. Introduction - What is AI[1]?
   [Lecture Notes] [Download PS file]
2. Lisp Programming[1-2]
   [Lecture Notes] [Download PS file(17MBytes)]
   More Lisp Examples [Download PS file]
   Correction to Lecture Notes
3. Problem Solving[2-4]
   • Search & State Space Representation
     [Download PS file(10MBytes)]
     
   • Heuristics Search
     [Download PS file(4.2MBytes)]
     
   • Game Trees
     [Download PS file(4.8MBytes) ]
     
   • Supplementary Examples
     [Download Supp-1 PS file]
     [Download Supp-2 PS file]
     [Download Supp-3 PS file]
4. Knowledge Representation[4-6]
   [Download PS file]
   • Semantic Nets
     [Download PS file(6.9MBypte) ]
     
   • Frames and Scripts
     [Download PS file(15.8MBytes)]
   • Logic & Theorem Proving
     [Download PS file(5.8MBytes)]
   • Rules
     [Download PS file -- ALL (5.1MBytes)]
     [Download PS file -- Page 13 & 14 Only]
5. Expert System[7-8]
   • Introduction
     [Download PS file(4MBytes)]
   • Designing Forward & Backward Reasoning
     [Download PS file(7.2MBytes)]
   • MYCIN
     [Download PS file(2.8MBytes)]
   • Knowledge Acquisition
     [Download PS file(10.8MBytes)]
   • Reasoning with Uncertainty (updated on Dec 3, 1998)
     [Download PS file(7.2MBytes)]
     [Download PS file of P.7 (correction made on Dec 3, 1998)]
6. Machine Learning[8-11]
   • Learning by Analyzing Differences
     [Download PS file(2.9MBytes)]
   • Learning by Explaining Experiences
     [Download PS file(4.4MBytes)]
   • Learning by Correcting Mistakes
     [Download PS file(4.4MBtyes)]
   • Learning by Recording Cases
     [Download PS file(2.7MBytes)]
   • Learning by Managing Multiple Models
     [Download PS file(3.4MBytes)]
   • Learning by Building Identification Trees
     [Download PS file(4.1MBytes)]
     [Download PS file of updated Page 4]
   • Neural Networks
     [Download PS file(8.8MBytes)]
   • Genetic Algorithms
     [Download PS files (6.1MBytes)]
7. Natural Language Processing
   [Download PS files]