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✨ Parallelization #289

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nquetschlich opened this issue Sep 30, 2024 · 0 comments
Open

✨ Parallelization #289

nquetschlich opened this issue Sep 30, 2024 · 0 comments
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feature New feature or request

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@nquetschlich
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What's the problem this feature will solve?

Currently, the model training is only executed on a single CPU core. However, in general, stable_baselines3 and gymnasium support parallelization of the learning process. Apparently, masking makes it a bit more complex (see, eg.g., Stable-Baselines-Team/stable-baselines3-contrib#49). Nevertheless, this would could lower the training time significantly and should be explored more.

Describe the solution you'd like

Implement a parallel training procedure.
@nquetschlich nquetschlich added the feature New feature or request label Sep 30, 2024
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