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CS285: Deep RL Notes
RL Fundamentals
Policy Gradient
Value Based Methods
- Policy and Value Iteration Algorithms
- DQN and beyond
Model-based Methods
- Model-based Planning and Model-based Predictive Control
- Model-based Policy Learning
Inference, Control, and Inverse RL
Transfer Learning in RL
- Transfer and Multi-task Learning
- Paper Reading Notes
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- Offline RL
- RL from Pixels

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Last updated 4 years ago