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 ICS 581: Advanced Artificial Intelligence

Course Information

Designation:   Elective Course

Course Level:   Graduate

Prerequisites

Prerequisite(s) by Topic: 

Prerequisite: ICS 381 or Consent of Instructor

Prerequisite Courses: 


Catalog Description: 

This course introduces advanced issues and approaches of artificial intelligence topics, including logic programming, computational learning theory, machine learning
(supervised, unsupervised, and reinforcement learning), search-oriented problem solving techniques, computer perception and robotics, speech understanding, knowledgebase systems and reasoning about Knowledge, planning and temporal reasoning, inference and theorem proving, reasoning under uncertainty, principles of intelligent agents, reactive, goal-based, and utility-based agents.​