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CSE 573 - Artificial Intelligence I - Spring 2022
Mon/Wed, 1:30-2:50pm in CSE2 G04
Lecture zoom link: https://washington.zoom.us/j/98668174872
Staff email : cse573-sp22-staff@cs.washington.edu
CSE 573 - Artificial Intelligence I - Spring 2022 Mon/Wed, 1:30-2:50pm in CSE2 G04 Lecture zoom link: https://washington.zoom.us/j/98668174872 Staff email : cse573-sp22-staff@cs.washington.edu |
 Instructor: Hanna Hajishirzi Office hours: Tue 9-9:45am Zoom link |
 TA: Bhargavi Paranjape Office hours: Wed 4:30-5:30pm Location: Gates 276 |
 TA: Sewon Min Office hours: Thu 5-6pm Zoom link |
 TA: James Ferguson Office hours: Fri 1-2pm Zoom link |
Rotating TA office hours: Mon 3-4pm Zoom link |
| Week | Dates | Topics & Lecture Notes | Readings | Programming Assignments | Written Assignments |
|---|---|---|---|---|---|
| 1 | Mar 28, 30 | Introduction; Search [Annotated] | R&N 1-2; 3.1-3.4 Search Visualization Tool |
PS0 No Due Date | |
| 2 | Apr 4, 6 |
Informed Search [Annotated]; Adversarial Search [Annotated] |
R&N 3.5-3.7, 4; 5.1-5.4 | ||
| 3 | Apr 11, 13 | Expectimax [Annotated] | R&N 5.5 | PS1 Due: Apr 15 | |
| 4 | Apr 18, 20 | Markov Decision Processes (MDPs) [Annotated] | R&N 17 | HW1 Due: Apr 22 | |
| 5 | Apr 25, 27 | Reinforcement Learning [Annotated] | R&N 22.1-22.5 | PS2 Due: Apr 29 | |
| 6 | May 2, 4 | RL; Bayes Nets | R&N 22; 12, 13.1-13.4 | Project Proposal Due: May 6 | |
| 7 | May 9, 11 | Machine Learning 1 [Annotated] | R&N 19, 19.6-19.9 | Paper Report Due: May 13 | |
| 8 | May 16, 18 | Machine Learning 2; Neural Networks | R&N 21 | PS3 Due: May 20 | |
| 9 | May 23, 25 | Deep Q-learning; Deep Neural Networks | R&N 14.1-14.3 | HW2 Due: May 27 | |
| 10 | Jun 1 | Conclusion | R&N 14.2 | PS4 Due: Jun 3 | |
| 11 | Jun 6, 8 | Finals | Project Presentation Due: Jun 8 Project Report Due: Jun 10 |