|
CSEP 573 - Artificial Intelligence I - Winter 2022
Thursday, 6:30-9:20pm in CSE2 G10
Staff email : csep573-staff-2022@cs.washington.edu
Classes up to February 18 are going to be online - Zoom meeting ID: https://washington.zoom.us/j/96104730778
CSEP 573 - Artificial Intelligence I - Winter 2022 Thursday, 6:30-9:20pm in CSE2 G10 Staff email : csep573-staff-2022@cs.washington.edu Classes up to February 18 are going to be online - Zoom meeting ID: https://washington.zoom.us/j/96104730778 |
 Instructor: Hanna Hajishirzi Office hours: Thu 11:00-11:45am Zoom link |
 TA: Bhargavi Paranjape Office hours: Wed 5-6pm Zoom link |
 TA: Skyler Hallinan Office hours: Tue 12-1pm Zoom link |
 TA: James Ferguson Office hours: Thu 5-6pm Zoom link |
Rotating TA office hours: Fri 3-4pm Zoom link |
| Week | Dates | Topics & Lecture Notes | Readings | Programming Assignments | Written Assignments |
|---|---|---|---|---|---|
| 1 | Jan 6 | Introduction; Search | R&N 1-2; 3.1-3.4 | PS0 No Due Date | |
| 2 | Jan 13 |
Informed Search [Annotated]; Adversarial Search [Annotated] |
R&N 3.5-3.7, 4; 5.1-5.4 | ||
| 3 | Jan 20 | Expectimax [Annotated] | R&N 5.5 | PS1 Due: Jan 19 | |
| 4 | Jan 27 | Markov Decision Processes (MDPs) [Annotated] | R&N 17 | HW1 Due: Jan 28 | |
| 5 | Feb 3 | Reinforcement Learning [Annotated] | R&N 22.1-22.5 | PS2 Due: Feb 4 | |
| 6 | Feb 10 | RL; Bayes Nets [Annotated] | R&N 22; 12, 13.1-13.4 | Project Proposal Due: Feb 11 | |
| 7 | Feb 17 | Machine Learning 1 [Annotated] | R&N 19, 19.6-19.9 | Paper Report Due: Feb 18 | |
| 8 | Feb 24 | Machine Learning 2 [Annotated], Neural Networks [Annotated] | R&N 21 | PS3 Due: Feb 22 | |
| 9 | Mar 3 | HMMs | R&N 14.1-14.3 | HW2 Due: Mar 6 | |
| 10 | Mar 10 | HMM filtering, Conclusion | R&N 14.2 | PS4 Due: Mar 11 | |
| 11 | Mar 17 | Finals | Project Presentation Due: March 17 Project Report Due: March 20 |