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CSE 473 - Introduction to Artificial Intelligence - Spring 2021
MWF 14:30-15:20, Zoom Meeting ID: 96458589512
Staff email: cse473-staff2021@u.washington.edu
CSE 473 - Introduction to Artificial Intelligence - Spring 2021 MWF 14:30-15:20, Zoom Meeting ID: 96458589512 Staff email: cse473-staff2021@u.washington.edu |
 Instructor: Hanna Hajishirzi Office hours: Tue 10:45-11:30am Here is the office hour zoom link(937-0502-7049) |
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TA: Zhaofeng Wu Office hours: Mon 1:30-2:30pm Here is the office hour zoom link(981-517-66685) |
TA: James Ferguson Office hours:Tue 4-5pm Here is the office hour zoom link(995-9334-1679) |
TA: Skyler Hallinan Office hours:Wed 10-11am Here is the office hour zoom link(913-8960-8238) |
TA: Alex Olshanskyy Office hours:Wed 5-6pm Here is the office hour zoom link(968-2179-4119) |
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TA: Velocity Yu Office hours:Thu 1:30-2:30pm Here is the office hour zoom link(958-5118-9915) |
TA: Blarry Wang Office hours:Fri 11am-12pm Here is the office hour zoom link(924-9182-8042) |
TA: Aida Amini Office hours:Fri 4-5pm Here is the office hour zoom link(917-2524-3836) |
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TA: Alex Jiang |
TA: Ruthvik Sai Mondreti |
| Week | Dates | Topics & Lecture Notes | Readings | Programming Assignments | Written Assignments |
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| 1 | March 29, 31, April 2 | Introduction; Search [Annotated slides] | R&N, Ch. 1,2; R&N 3.1-3.4 | PS0 No Due Date | |
| 2 | April 5, 7, 9 | Informed Search[Annotated] | R&N 3.5-3.7; Search visualization tool | HW1 Due: April 9 | |
| 3 | April 12, 14, 16 | Adversarial Search[Annotated]; ExpectimaxExpectimax[Annotated] | R&N 5.1-5.5 | PS1 Due: April 14 | |
| 4 | April 19, 21, 23 | Markov Decision Processes (MDPs)[Annotated] | R&N 17.1-17.3 | HW2 Due: April 23 | |
| 5 | April 26, 28, 30 | Markov Decision Processes (MDPs II) | R&N 17.1-17.5, 22.1-22.3 | PS2 Due: April 28 | |
| 6 | May 3, 5, 7 | Reinforcement Learning (RL)[Annotated] | R&N 22 | HW3 Due: May 7 | |
| 7 | May 10, 12, 14 | Bayesian Networks and Uncertainty | R&N 13; 14 | PS3 Due: May 12 | |
| 8 | May 17, 19, 21 | Hidden Markov Models(HMMs)[Annotated]; HMM-Inference[Annotated] | R&N 14.3 | HW4 Due: May 21 | |
| 9 | May 24, 26, 28 | Machine Learning[Annotated] | R&N 21 | ||
| 10 | June 2, 4 | Applications; Deep Learning | R&N 21, 23-25 | PS4 Due: June 2 | Final HW Due, June 9 |