Website: https://rlsummerschool.com/
Slides: https://araffin.github.io/slides/dqn-tutorial/
Stable-Baselines3 repo: https://github.com/DLR-RM/stable-baselines3
RL Virtual School 2021: https://github.com/araffin/rl-handson-rlvs21
- Fitted Q-Iteration (FQI) Colab Notebook
- Deep Q-Network (DQN) Part I: DQN Components: Replay Buffer, Q-Network, ... Colab Notebook
- Deep Q-Network (DQN) Part II: DQN Update and Training Loop Colab Notebook
Solutions can be found in the notebooks/solutions/ folder.
The code in dqn_tutorial
package can also be used to bypass some exercises.