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Jan 13, 2025
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CS 6800 - Advanced Topics in Artificial Intelligence
Advanced topics in artificial intelligence (AI) studied. Concepts of heuristic search and knowledge representation studied in detail to provide a firm grounding in AI. Then an advanced topic studied, such as machine learning, natural language understanding, computer vision, and/or reasoning under uncertainty. Emphasis is to illustrate that representation and search are fundamental issues in all aspects of artificial intelligence.
Requisites: CS 5800
Credit Hours: 3
Repeat/Retake Information: May not be retaken.
Lecture/Lab Hours: 3.0 lecture
Grades: Eligible Grades: A-F,WP,WF,WN,FN,AU,I
Learning Outcomes:
- Students will develop the ability to apply heuristic search techniques to novel situations, including problems that are known to be intractable.
- Students will gain knowledge and develop the ability to apply predicate calculus techniques to build systems that can automatically prove theorems and reason.
- Students will gain knowledge of game theory and its application to two person perfect information games.
- Students will gain knowledge of heuristic search techniques.
- Students will gain knowledge of planning systems.
- Students will gain knowledge of search algorithms and their applicability to AI problems.
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