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

CS165A: Artificial Intelligence Schedule