Designation: Elective Course
Course Level: Graduate
Prerequisite(s) by Topic:
Prerequisite: ICS 381 or Consent of Instructor
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.