C SC 481.1 - ADVANCED TOPICS - ARTIFICIAL INTELLIGENCE

Hours: 3
Knowledge representation, automated reasoning, and machine learning. Predicate logic, production rules, version spaces, and slot- and-filler structures are introduced as knowledge representation schemes. Automated reasoning using deduction, forward and backward chaining, and analogy are presented. Machine learning topics include induction, explanation-based learning, neural net algorithms, and genetic algorithms. Additional subjects involve problem spaces, heuristic search, game playing, expert systems, planning and natural language processing.
Prerequisites: C SC 381.
Notes: Topics rotate. May be repeated for credit.

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C SC 481.1 - ADVANCED TOPICS - ARTIFICIAL INTELLIGENCE