Recitation

Topic

Handouts, etc.

1

Rules 
Handout 1 (Zookeeper)
, Handout 2 (Naive Bagger)
, Problem 1 (Alarm)
, Problem 1 Soln
, Problem 2 (Robot)
, Problem 2 Soln
, Problem 2 Additional Notes
, Additional Notes on RuleBased Systems

2

Search

Handout 1 (Notes)
, Problem 1 (Basic Search)
, Problem 1 Soln
, Problem 2 (Six Degrees of Separation)
, Problem 2 Soln
, Problem 3 (Optimal Search)
, Problem 3 Soln
, Problem 4 (Robot)
, Problem 4 Soln
, Additional Notes

3

Search in Games

Problem 1
, Problem 1 Soln
, Additional Notes

4

Constraints

Trains Problem
, Trains Problem Soln
, Old Quiz CSP Problem 1 w/ Soln
, Modified Old Quiz CSP Problem 1 w/ Soln
, Old Quiz CSP Problem 2 w/ Soln
, Additional Notes

5

Frames

Notes
, Problems
, Problem Solutions
, Chapter on Thematic Role and Trajectory Frames from Prof. Winston's Book
, Minsky's Paper on Frames
, Borchardt's Paper on Transition Spaces

6

Nearest Neighbors and Identification/Decision Trees

Notes
, Some Slides on kNNs and ID/Decision Trees
, Nearest Neighbor Problem Covered in Recitation (Drawing Decision Boundary)
, Nearest Neighbor Problem Covered in Recitation (Drawing Decision Boundary) Soln
, ID Tree Problem Partially Covered in Recitation
, kNearest Neighbors Problem (from Prof. Winston's Book) with Solution
, Nearest Neighbor and ID Tree Problem from 2000 Exam (Recitation Handout)
, Nearest Neighbor and ID Tree Problem from 2000 Exam (Recitation Handout) Soln
, Nearest Neighbor and ID Tree Problem from 2002 Exam
, Nearest Neighbor and ID Tree Problem from 2002 Exam Soln
, ID Tree Problem from 2001 Exam
, ID Tree Problem from 2001 Exam Soln
, Some Intoductory Slides on Machine Learning, including Decision Trees and Nearest Neighbors [Part I] [Part II]
, kNN Java Applet Demo
, ID Tree Java Applet Demo

7

Neural Networks (NNs) and Support Vector Machines (SVMs)

NNs
SVMs
For additional reading material follow link for the Spring version of AI course (given in Useful Links below) and see Sections 11 and 12.

8

Quiz 2 Review


9

Boosting

Notes and Problems + Soln
