Learning World Representations
Model the environment.
Predictive Models
Learn dynamics. Latent prediction.
Dream Control
Imagine environments. Model-based RL.
Applications
Planning. Simulation. Robot learning.
Key Takeaways
- Learn environment dynamics
- World model for planning
- Dreamer approach