Fall 1998 308-424A: Topics in Artificial Intelligence

Web-based text sources

• What is AI? (J. McCarthy)
• History and Promise of AI (D. Waltz)
• Rethinking Artificial Intelligence (P. Winston, MIT AI Lab)
• Report on 21st Century Intelligent Systems (B. Grosz and R. Davis)
• The Role of Intelligent Systems in the National Information Infrastructure (D. Weld)
• AI-Related Web Sites (S. Russell)
• Concepts of Logical AI is a collection of characterizations of various concepts of logical AI (John McCarthy).
• The AI attic
• A tutorial on learning with Bayesian networks. by D. Heckerman, Presented at The Twelfth International Conference on Machine Learning, Tahoe City, CA, July 9, 1995.
• Panelon on Compelling Intelligent User Interfaces -- How Much AI?

Programs and Executable resources

• Prolog ***
  PROLOG stuff has it's own page.

Other Textbooks [from Chuck Dyer's course]

• D. Ballard, An Introduction to Natural Computation, MIT Press, Cambridge, Mass., 1997. Emphasizes computational issues in modeling the brain.
• G. Luger and W. Stubblefield, Artificial Intelligence: Structures and Strategies for Complex Problem Solving, 2nd ed., Addison-Wesley, Reading, Mass., 1993. Introductory with many examples.
• E. Rich and K. Knight, Artificial Intelligence, 2nd ed., McGraw-Hill, New York, 1991. Good sections on representation.
• M. Ginsberg, Essentials of Artificial Intelligence, Morgan Kaufmann, San Mateo, Ca., 1993. Good presentation of logic.
• P. H. Winston, Artificial Intelligence, 3rd ed., Addison-Wesley, Reading, Mass., 1992. Good sections on search, rules, and learning.
• S. Tanimoto, The Elements of Artificial Intelligence using Common Lisp, 2nd ed., Freeman, New York, 1995.
• M. Genesereth and N. Nilsson, Logical Foundations of Artificial Intelligence, Morgan Kaufmann, San Mateo, Ca., 1987.
• S. Shapiro, ed., Encyclopedia of Artificial Intelligence, 2nd ed., Wiley, New York, 1992.
•  

Go back to Dudek's AI 424 home page