Monday | Tuesday | Wednesday | Thursday | Friday | Saturday | Sunday | |
---|---|---|---|---|---|---|---|
Week 1 | Jan 11 | Jan 12 | Jan 13 | Jan 14 | Jan 15 | Jan 16 | Jan 17 |
Modules Introduction to Reinforcement Learning Tabular MDP Planning [Quiz 0] |
Live Lecture (Brunskill) Introduction to Reinforcement Learning 11:30am-12:50pm |
(Optional) Problem Session 1 11:30am-12:50pm Recording [Problems] [Solutions] [Assignment 1 Released] |
Week 1 Check Your Understanding Due at 6 pm |
Quiz 0 Due at 6 pm [Quiz 0] [Solution] |
|||
Week 2 | Jan 18 |
Jan 19 |
Jan 20 | Jan 21 | Jan 22 | Jan 23 | Jan 24 |
Modules Tabular RL Policy Evaluation [Assignment 1] |
Holiday (No session) |
(Optional) Problem Session 2 11:30am-12:50pm |
Assignment 1 Week 2 Check Your Understanding Due at 6 pm |
||||
Week 3 | Jan 25 |
Jan 26 | Jan 27 | Jan 28 | Jan 29 |
Jan 30 | Jan 31 |
Modules Q-Learning RL with function approximation [Quiz 1] |
(Optional) Watch Party Q-Learning 11:30am-12:50pm [Assignment 2 Released] |
(Optional) Problem Session 3 11:30am-12:50pm |
Quiz 1 Week 3 Check Your Understanding Due at 6 pm |
||||
Week 4 | Feb 1 |
Feb 2 |
Feb 3 | Feb 4 | Feb 5 | Feb 6 | Feb 7 |
Modules RL with function approximation [Assignment 2] |
(Optional) Watch Party RL with Function Approximation 11:30am-12:50pm |
(Optional) Problem Session 4 11:30am-12:50pm |
Assignment 2 Part 1 Week 4 Check Your Understanding Due at 6 pm |
||||
Week 5 | Feb 8 |
Feb 9 |
Feb 10 | Feb 11 | Feb 12 | Feb 13 | Feb 14 |
Modules Policy Search [Assignment 2] |
(Optional) Watch Party Policy Search 11:30am-12:50pm |
(Optional) Problem Session 5 11:30am-12:50pm |
Assignment 2 Part 2 Week 5 Check Your Understanding Due at 6 pm [Assignment 3 Released] |
||||
Week 6 | Feb 15 |
Feb 16 |
Feb 17 | Feb 18 | Feb 19 | Feb 20 | Feb 21 |
Modules Exploration [Quiz 2] |
Holiday (No Session) |
(Optional) Problem Session 6 11:30am-12:50pm |
Quiz 2 Week 6 Check Your Understanding Due at 6 pm |
||||
Week 7 | Feb 22 |
Feb 23 |
Feb 24 | Feb 25 | Feb 26 | Feb 27 | Feb 28 |
Modules Exploration / Exploitation [Assignment 3] |
(Optional) Watch Party Exploration / Exploitation 11:30am-12:50pm |
(Optional) Problem Session 7 11:30am-12:50pm |
Assignment 3 Week 7 Check Your Understanding Due at 6 pm [Assignment 4 Released] |
||||
Week 8 | Mar 1 |
Mar 2 |
Mar 3 | Mar 4 | Mar 5 | Mar 6 | Mar 7 |
Modules Batch Reinforcement Learning [N/A] |
(Optional) Watch Party Batch Reinforcement Learning 11:30am-12:50pm |
Live Guest Lecture Professor Finale Doshi-Velez on batch RL 11:30am-12:50pm |
Week 8 Check Your Understanding Due at 6 pm |
||||
Week 9 | Mar 8 |
Mar 9 |
Mar 10 | Mar 11 | Mar 12 | Mar 13 | Mar 14 |
Modules Monte Carlo Tree Search [Quiz 3] |
(Optional) Watch Party Monte Carlo Tree Search 11:30am-12:50pm |
(Optional) Problem Session 8 11:30am-12:50pm |
Quiz 3 Week 9 Check Your Understanding Due at 6 pm |
||||
Week 10 | Mar 15 |
Mar 16 |
Mar 17 | Mar 18 | Mar 19 | Mar 20 | Mar 21 |
Modules N/A [Assignment 4] |
Special Live Lecture TBA |
No Session
Assignment 4 Due at 6 pm |