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How to do hyper parameter tuning for SB3 algorithm? #21

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wbzhang233 opened this issue Jan 8, 2024 · 1 comment

wbzhang233 commented Jan 8, 2024

How to do hyper parameter tuning for SB3 algorithm such as PPO, A2C, DQN?

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araffin commented Jan 10, 2024

Hello,
you can have a look at the "automatic hyperparameter tuning" slides/video and notebook from https://araffin.github.io/tools-for-robotic-rl-icra2022/

See https://colab.research.google.com/github/araffin/tools-for-robotic-rl-icra2022/blob/main/notebooks/optuna_lab.ipynb

you will to slightly update the code to use gymnasium instead of gym.

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