Multi-Level RL
Structure in RL.
Options
Temporal abstraction. Skill discovery.
Models
FeUdal networks. Option-critic.
Benefits
Sample efficiency. Transfer. Credit assignment.
Key Takeaways
- Options for temporal abstraction
- Hierarchical policies
- Faster learning