CIS 3203. Introduction to Artificial Intelligence

Section 001, Fall 2026

WEEK	TOPIC	READING
1	AI Overview	Chapter 1
-	Prolog: Facts and rules	Learn Prolog Now! Ch. 1-3
2	Prolog: List processing	Learn Prolog Now! Ch. 4-6
-	Prolog: Procedural interpretation	SWI-Prolog Manual, Ch. 4
3	Automated Reasoning	Section 5.1, 5.3-4, 5.6-7
-	State Space Search	Section 3.1-5
4	Prolog: Inference control	SWI-Prolog documentation, Section 4.7
-	Heuristic Search	Section 3.6-9
5	Planning	Section 6.1-3
-	Game Playing	Section 14.1-3
6	Knowledge-Based System	Chapter 15
-	Knowledge Representation	Chapter 16
7	mid-term exam	-
-	mid-term review	-
8	Reasoning under Uncertainty: Bayesian Reasoning	Section 9.1-5, 10.2
-	Reasoning under Uncertainty: Causal Networks	Chapter 11
9	Decision under Uncertainty: Expected Utility	Section 12.1-2
-	Decision under Uncertainty: Markov Models	Section 9.6, 12.3-5
10	Reinforcement Learning	Chapter 13
-	Supervised Learning	Chapter 7, Section 10.4
11	Artificial Neural Networks	Chapter 8
-	Deep Learning	Chapter 8
12	Unsupervised Learning	Section 10.3
-	Natural Language Processing	Section 8.5
13	Perception and Action	Section 8.4
-	AI as a Whole	Chapter 2, 18, 19
14	oral presentations	-
-	oral presentations	-

Final Exam: Dec. 15, 1 PM - 3 PM