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Spring 2026


Week Lectures, Readings Homework Miniproject Info
Week 1
02/02 - 02/06
M: Lec 1: Course Intro, CSP
Readings: AIMA 6.1,6.2, 1(opt), 2(opt)
W: Lec 2: Constraint Satisfaction Problems
Readings: AIMA 6.2--6.4
HW 0: BackgroundMP 1:
Week 2
02/09 - 02/13
M: Lec 3: Probabilistic Graphical Models
W: Lec 4: Belief Propagation
HW 1:
Week 3
02/16 - 02/20
M: Lec 5: Discrete temporal models
W: Lec 6: Continuous temporal models
HW 2: MP 2: Monday is a holiday! Lecture on Tuesday
Week 4
02/23 - 02/27
M: Lec 7: Sampling
W: Quiz 1
HW 3:
Week 5
03/02 - 03/06
M: Lec 8: Search: Intro and A*
W: Lec 9: Path cost problems and MCTS
HW 4: MP 3:
Week 6
03/09 - 03/13
M: Lec 10: Symbolic planning
W: Lec 11: Continuous-space planning
HW 5:
Week 7
03/16 - 03/20
M: Lec 12: MDP Introduction and Search Methods
W: Quiz 2
HW 6: Monday lecture will be recorded on Friday 3/13!
Week 8
03/23 - 03/27
M: No Lecture
W: No Lecture
SPRING BREAK
Week 9
03/30 - 04/03
M: Lec 13: MDP Dynamic Programming
W: Lec 14: Approximate Dynamic Programming
HW 7: MP 4:
Week 10
04/06 - 04/10
M: Lec 15: POMDP Search Methods
W: Lec 16: POMDP Dynamic Programming
HW 8:
Week 11
04/13 - 04/17
M: Lec 17: Bandit Problems
W: Lec 18: Basic Game Theory
HW 9: MP 5:
Week 12
04/20 - 04/24
M: No Lecture
W: Lec 19: Game Theory
HW 10: M 4/20 is a Holiday
Week 13
04/27 - 05/01
M: Quiz 3
W: Lec 20: Propositional Logic
HW 11:
Week 14
05/04 - 05/08
M: Lec 21: First Order Logic 1
W: Lec 22: First Order Logic 2
HW 12:
Week 15
05/11 - 05/15
M: Lec 23: Connections to Machine Learning
W: No Lecture
Finals
5/15 - 5/20