1 | Week | Dates | Monday | Wednesday | Friday | Notes |
|---|---|---|---|---|---|---|
2 | 1 | 08/20–08/24 | Overview of AI (2–2.4) | Uninformed Search (3–3.4) | A* Search; HW1 out; (3.5–3.6) | |
3 | 2 | 08/27–08/31 | A* Analysis | Python tutorial | HW1 coding | Bert away W/F |
4 | 3 | 09/03–09/07 | Labor Day | Game Trees, Minimax (5–5.2) | Alpha-Beta Pruning; HW1 due; HW2 out (5.3–5.4) | |
5 | 4 | 09/10–09/14 | Markov Decision Processes (17–17.3) | Reinforcement Learning: Utilities | HW2 coding | Bert away F, Rosh Hashanah Monday |
6 | 5 | 09/17–09/21 | Reinforcement Learning: TD Learning | Reinforcement Learning: Q-Learning | Q-Learning continued; HW2 due; HW3 out | Yom Kippur Wednesday |
7 | 6 | 09/24–09/28 | Logic (7–7.5) | First-Order Logic (8.2–8.3) | HW3 coding | |
8 | 7 | 10/01–10/05 | Machine Learning Overview | Neural Networks | Neural Networks continued; HW3 due | |
9 | 8 | 10/08–10/12 | Midterm Review | Midterm Review | Midterm Exam | |
10 | 9 | 10/15–10/19 | Midterm debrief; tournament coding | Tournament coding | Fall Break | Tournament Server Online |
11 | 10 | 10/22–10/26 | Bayesian Networks | Bayesian Time Series Models | More Time Series | |
12 | 11 | 10/29–11/02 | Particle Filters | Spooky Particle Filters | HW4 coding; HW4 out | Halloween W |
13 | 12 | 11/05–11/09 | No class | Alpha Go | Open AI Gym | |
14 | 13 | 11/12–11/16 | AI Ethics Topic 1 | AI Ethics Topic 2 | AI Ethics Topic 3; HW4 due | |
15 | Thanksgiving | |||||
16 | 14 | 11/26–11/30 | Semester Wrap-Up | No class | Tournament | Bert away W |
17 | 15 | 12/03–12/5 | No class | No class | Semester End | Bert away M/W |
18 | 12/11 | Final Exam due | 5:25 PM |