CS5804 Schedule
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SessionDateTopicHW AssignedHW dueReading
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11/21/2015Intro; what is AI?HW02-2.4
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21/26/2015SearchHW03-3.6
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31/28/2015A* SearchHW1-Search
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42/2/2015Adversarial Search5-5.4
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52/4/2015Pruning
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62/9/2015Stochastic GamesHW2-GamesHW15.5
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72/11/2015
Finish games, start Markov Decision Processes
17-17.2
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2/16/2015Snow day
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82/18/2015MDPs II17.3-17.4
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92/23/2015Reinforcement learningHW3-RLHW221-21.3
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102/25/2015Reinforcement learning
21.4, 21.6 optional
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113/2/2015Logic
7-7.5, 7.6.2 optional
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123/4/2015First order logic
Midterm sample
HW3 (due Fri 3/6)
8.2-8.3, skim 9 (see notes)
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Spring Break
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3/16/2015
Class canceled for travel
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133/18/2015Midterm Review
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143/23/2015Midterm Exam
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153/25/2015
Uncertainty and Probability
HW4-Tracking13-13.7
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163/30/2015
Bayes Nets and Time Series
14-14.2, 14.4-14.4.3
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174/1/2015Time Series II
15-15.2.1, optional 15.2.2
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184/6/2015
Supervised Learning and Perceptron
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194/8/2015Perceptron Variants
HW5-Classification
HW4
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204/13/2015
Learning with Complex Output
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214/15/2015Self-driving Cars
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224/20/2015
Guest Lecture: Dhruv Batra
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234/22/2015Pacman Contest IntroContestHW5
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244/27/2015Knowledge Graphs
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254/29/2015AI and Society
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265/4/2015Wrap-up + Review
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275/6/2015Capture the flag
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Take home final
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