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CSE 573 - Artificial Intelligence I - Winter 2021
Mon, Wed 1:30-2:50pm, Zoom Meeting ID: 94606943645
Office hours Zoom Meeting ID:
Staff email : cse573-staff2021@cs.washington.edu
CSE 573 - Artificial Intelligence I - Winter 2021 Mon, Wed 1:30-2:50pm, Zoom Meeting ID: 94606943645 Office hours Zoom Meeting ID: Staff email : cse573-staff2021@cs.washington.edu |
 Instructor: Hanna Hajishirzi Office hours:Mon 4-5pm Here is the office hour zoom link |
 TA: Aida Amini Office hours: Fri 1-2pm Here is the office hour zoom link |
 TA: Josh Gardner Office hours: Tue/Thu 2:30-3:30pm Here is the office hour zoom link |
 TA: James Ferguson Office hours: Wed 3-4pm Here is the office hour zoom link |
| Week | Dates | Topics & Lecture Notes | Readings | Assignments |
|---|---|---|---|---|
| 1 | Jan 4, 6 | Introduction ; Search | R&N, Ch. 1,2; R&N 3.1-3.4 | PS0 No Due Date |
| 2 | Jan 11, 13 | Informed Search [Annotated] | R&N 3.5-3.7, 4; | |
| 3 | Jan 20 | Adversarial Search [Annotated] | R&N 5.1-5.5 | PS1 Due: Jan 22 |
| 4 | Jan 25, 27 | Expectimax [Annotated] | R&N 15-15.3 | |
| 5 | Feb 1, 3 | Markov Decision Processes (MDPs) [Annotated] | R&N 17 | PS2 Due: Feb 5 |
| 6 | Feb 8, 10 | Reinforcement Learning [Annotated] | R&N 22.1-22.5 | HW1 Due: Feb 10 |
| 7 | Feb 17 | Reinforcement LearningII [Annotated] | R&N 22 | Project Proposal Due Feb 17 |
| 8 | Feb 22, 24 | Bayesian Networks and Probabilistic [Annotated] | R&N 13.1-13.4 | Paper Report Due Feb 24 |
| 9 | March 1, 3 | Hidden Markov Models (HMMs) [Annotated] ; HMMs Inference [Annotated] | R&N 14.1-14.4 | PS3 Due: March 1 |
| 10 | March 8, 10 | Inference in Bayesian Networks ; Neural Networks and Application | R&N 13.1-13.4; 20-21 | PS4 Due: March 10 HW2 Due: March 12 |
| 11 | March 15, 17 | Finals | Project Presentation Due: March 16 Project Report Due: March 18 |