Learn from Demonstrations
Modern imitation learning.
DAgger
Dataset aggregation. Iterative learning.
Behavioral Cloning
Simple but limited. Distribution shift.
Inverse RL
Learn reward from expert.
Key Takeaways
- DAgger for imitation
- Behavioral cloning basics
- Inverse RL approaches