Topics
(subject to change)
- Models (MDPs, games)
- RL (tabular methods, approximate methods)
- Cooperative MARL (…)
- Non-cooperative MARL (…)
Schedule
Week 1 (RL)
- Tues Aug 26
-
- LEC 1Intro
- Setup env
- Git & GitHub (opt)
- Lit review
- Thu Aug 28
- LEC 2MDPs
Week 2
- Tues Sept 2
- NO CLASS
- Thu Sept 4
- LEC 2MDPs
Week 3
- Tues Sept 9
- LEC 2MDPs
- Thu Sept 11
-
- LEC 3Dynamic programming
- HW1: DP
- HW 1 Assigned
Week 4
- Tues Sept 16
- LEC 3Dynamic programming
- Thu Sept 18
- LEC 4Monte Carlo methods
Week 5
- Mon Sept 22
- HW 1 Due
- Tues Sept 23
- LEC 4Monte Carlo methods
- Thu Sept 25
-
- LEC 5TD learning
- HW2: Tabular
- HW 2 Assigned
Week 6
- Tues Sept 30
- LEC 5TD learning
- Thu Oct 2
- LEC 6Value function approx.
Week 7
- Mon Oct 6
- HW 2 Due
- Tues Oct 7
-
- LEC 6Value function approx.
- HW3: Approx
- HW 3 Assigned
- Thu Oct 9
- LEC 6Policy gradient