CS165A: Artificial Intelligence Schedule


Tentative Schedule

Date

Topic

Reading

Assignment

5 Jan

Introduction and course overview

Ch. 1

 

7 Jan

Main issues of AI Problem solving and intelligent agents

Ch. 2

 

12 Jan

Quantifying uncertainty

Ch. 13

 

14 Jan

 

 

HW#1 out

19 Jan

Probabilistic reasoning

Ch. 14

 

21 Jan

    MP1 out

26 Jan

Information retrieval HW#1 due

28 Jan

Learning/Classification

Ch. 18

HW#2 out

2 Feb

Learning/Clustering    

4 Feb

Solving Problems by Search

Ch. 3

MP2 out

9 Feb

 

HW#2 due

11 Feb

Informed search Ch. 4 HW#3 out

16 Feb

Midterm    

18 Feb

Advanced search

Ch. 5

MP1 due

23 Feb

Adversarial search    

25 Feb

Knowledge representation: logic and inference in propositional calculus Ch. 7  

2 March

First-order logic Ch. 8 HW#3 due/HW#4 out

4 March

Inference in First-order logic

Ch. 9

 

9 March

Markov Decision Processes Ch. 17 MP2 due

11 March

Reinforcement Learning

Ch. 21

HW#4 due

16-18  March

Final Exam

 

   

 


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