| 1 |
Introduction and Multi-Agent Coordination |
March 25 |
Overview and RL Basics |
| 1 |
|
March 27 |
Deep Multi-Agent RL |
| 2 |
Multi-Agent Coordination (cont'd) |
April 1 |
Multi-Agent Learning - Discussion |
| 2 |
|
April 3 |
Recent advances in Multi-Agent Learning - Discussion |
| 3 |
Coordination with humans and population-based training |
April 8 |
Zero-Shot coordination and population-based training - Lecture |
| 3 |
|
April 10 |
Discussion |
| 4 |
Emergent Complexity |
April 15 |
Lecture |
| 4 |
|
April 17 |
Emergent Complexity and Open-Endedness - Discussion |
| 5 |
Social Learning |
April 22 |
Lecture |
| 5 |
|
April 24 |
Discussion |
| 6 |
Learning from humans (including IRL, language-conditioned RL) |
April 29 |
Inverse RL and other ways to learn from humans |
| 6 |
|
May 1 |
Discussion |
| 7 |
RLHF |
May 6 |
Lecture |
| 7 |
|
May 8 |
Discussion |
| 8 |
Recent advancements in RLHF |
May 13 |
Lecture |
| 8 |
|
May 15 |
Discussion |
| 9 |
RLAIF / Multi-Agent LLMs |
May 20 |
Lecture + Discussion |
| 9 |
|
May 22 |
Project presentations |
| 10 |
Project presentations |
May 29 |
Project presentations |