Introduction slides: ppt, pdf.
Article about broader concerns about AI.
Vince's 2017/8/31 radio interview about the future of work (mostly for the fun of hearing your professor on the radio, trying not to say anything dumb...).
|9/1-9/13||Search. Constraint satisfaction and optimization problems.||Chapters 3, 4, 6.
Search slides: ppt, pdf.
More search slides: ppt, pdf.
For more about linear and integer programming, you can go to the website of a course I taught recently; especially the introduction and branch and bound lecture notes might be useful.
MLB scheduling brief article.
Homework 1. Helper files: knight distances, queens file, tile puzzle file 1, tile puzzle file 2.
Additional test cases: input_FPK_1.txt, output_FPK_1.txt, input_FPK_2.txt, output_FPK_2.txt, output_SQP_1_(size_18).txt, output_SQP_2_(size_24).txt.
|9/15,9/20||Game playing.||Chapter 5.
Slides: ppt, pdf.
|9/20-9/29||Logic.||Chapters 7, 8,
Propositional logic slides: ppt, pdf.
First-order logic slides: ppt, pdf.
Some proof pictures from the board: 1, 2, 3.
Planning slides: ppt, pdf.
Auxiliary instructions for homework 3.
|10/11||Midterm review/practice.||Practice midterm.|
|10/18-11/3||Probabilistic reasoning.||Chapters 13-15.
Probability slides: ppt, pdf.
Bayes nets slides: ppt, pdf.
Markov processes and HMMs slides: ppt, pdf.
|11/8||Midterm review/practice.||Practice midterm.|
|11/15-12/1||Decision theory. Markov decision processes, POMDPs. Game theory.||Chapters 16, 17.
Decision theory slides: ppt, pdf.
MDP/POMDP slides: ppt, pdf.
Game theory slides: ppt, pdf.
|12/6||Review for final exam.||Practice final exam.|
|12/15 7pm||Final exam.|