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Date	Topic	Reading	Assignment
25 Sept	Introduction and course overview	Ch. 1
30 Sept	Main issues of AI Problem solving and intelligent agents	Ch. 2
2 Oct	Quantifying uncertainty	Ch. 12
7 Oct	Probabilistic reasoning	Ch. 13	HW#1 out
9 Oct	Bayesian Network
14 Oct	Learning/Classification	Ch. 19	MP1 out
16 Oct	Learning/Clustering
21 Oct	Information Retrieval/RAG		HW#1 due, HW#2 out
23 Oct	Agentic AI
28 Oct	Solving Problems by Search	Ch. 3	MP1 due
30 Oct	Informed Search		HW#2 due
4 Nov	Advanced Search	Ch. 3
6 Nov	Midterm		MP2 out
11 Nov	Holiday
13 Nov	Adversary search	Ch. 5	HW#3 out
18 Nov	Knowledge representation: logic and inference in propositional calculus	Ch. 7/10
20 Nov	First-order logic	Ch. 8	HW#4 out
25 Nov	Inference in First-order logic	Ch. 9	HW#3 due
27 Nov	Holiday
2 Dec	Markov Decision Processes	Ch. 17	HW#4 due
4 Dec	Reinforcement Learning	Ch. 22	Dec 5: MP2 due
8 Dec	*Monday Dec 8, 12-3pm, the same classroom: Final Exam*

CS165A: Artificial Intelligence Schedule