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Oct 31, 2024
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CS 5333 Machine Learning
(3 hours)
Comprehensive survey of computational mechanisms that allow autonomous agents to acquire knowledge and expertise, improving performance on a given set of tasks from experience. Covers symbolic and sub-symbolic schemes; supervised, reinforcement, and unsupervised learning; single agent and multiagent systems; robot learning; learning information agents; practical applications. Group work on final research project. Prerequisite: CS 4253 .
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