Recitation
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Topic
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Handouts, etc.
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1
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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 Rule-Based Systems
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2
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Search
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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
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3
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Search in Games
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Problem 1
, Problem 1 Soln
, Additional Notes
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4
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Constraints
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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
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5
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Frames
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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
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6
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Nearest Neighbors and Identification/Decision Trees
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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
, k-Nearest 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
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7
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Neural Networks (NNs) and Support Vector Machines (SVMs)
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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.
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8
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Quiz 2 Review
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9
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Boosting
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Notes and Problems + Soln
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