CS 540 - Introduction to Artificial Intelligence
General Course Information
This course is offered each Fall and Spring semester.
Topics Covered
- Principles of knowledge-based search techniques: best-first
search, alpha-beta search. Simulated annealing and genetic algorithms
- Knowledge representation using predicate logic, semantic networks,
neural networks, rules, Bayesian networks
- Deductive and probabilistic problem solving, planning, learning
- Applications in topics such as datamining, game playing,
vision, natural language understanding, speech recognition, robotics
Prerequisite: CS 367
CS 540 Pages of the Various Instructors
Local AI-Related Links
Graduate AI Courses at Wisconsin
- CS 731 - Advanced AI
- CS 760 - Machine Learning
- CS 761 - Advanced Machine Learning
- CS 766 - Computer Vision
- CS 767 - Computational Methods for Medical Image Analysis
- CS 769 - Advanced Natural Language Processing
- CS 776 - Advanced Bioinformatics
- CS 838 - Computational Cognitive Science
Computer Sciences Department
College of Letters and Science
University of Wisconsin - Madison
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5355a Computer Sciences and Statistics ~ 1210 West Dayton Street, Madison,
WI 53706
cs@cs.wisc.edu ~ voice: 608-262-1204 ~
fax: 608-262-9777