This document provides an overview of the COMP3170 Artificial Intelligence and Machine Learning course at Hong Kong Baptist University. It includes information about the course lecturers and textbook, assessment details, a tentative schedule of topics and dates, and a brief description of the content to be covered each week.

1. COMP3170 Artificial Intelligence and Machine Learning Lecture 1 Hong Kong Baptist University

4. Tentative schedule Tentative schedule/topics: Knowledge representation & reasoning (II) (Ch. 9 & 10) Week 4: Feb. 8 Tutorial Week 5: Feb. 14 Uncertainty knowledge & reasoning (I) (Ch. 13) Week 5: Feb. 15 Tutorial Week 4: Feb. 7 Knowledge representation & reasoning (I) (Ch. 7 & 8) Week 3: Feb. 1 Tutorial Week 3: Jan. 31 Search (II) (Ch. 5) Week 2: Jan. 25 Tutorial Week 2: Jan. 24 Search (I) (Ch. 3 & 4) Week 1: Jan. 18 Introduction to AI & ML (Ch. 1 & 2) Week 1: Jan. 17 Topics Date

5. Tentative schedule Tentative schedule/topics: Holiday  Feb. 21 & 22 TBD Week 8: March 15 – Week 13: April 26 Tutorial Week 8: March 14 Concept learning and decision tree learning (Ch. 18) Week 7: March 8 Quiz 1 (50 minutes) Week 7: March 7 Uncertainty knowledge & reasoning (II) (Ch. 14) Week 6: March 1 Tutorial Week 6: Feb. 28 Topics Date

6. The History of Artificial Intelligence Chapter 1

18. Intelligent Agents Chapter 2

35. Simple reflex agents

36. Model-based reflex agents

37. Goal-based agents

38. Utility-based agents

39. Learning agents