CS5491 - Artificial Intelligence

Offering Academic Unit
Department of Computer Science
Credit Units
Course Duration
One semester
CS3334 or CS4335, or equivalent
Course Offering Term*:
Semester B 2023/24

* The offering term is subject to change without prior notice
Course Aims

This course introduces algorithms and techniques in artificial intelligence, with particular emphasis on reasoning in uncertain environments and machine learning with human feedback and/or limited training examples.  The topics include AI-based searching algorithms, reinforcement learning, knowledge representation, uncertainty reasoning, planning and acting. The list of topics aims to provide first-principles understanding of modern AI applications including computer game, robotics and natural language processing.

Assessment (Indicative only, please check the detailed course information)

Continuous Assessment: 50%
Examination: 50%
Examination Duration: 2 hours
Detailed Course Information


Useful Links

Department of Computer Science