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Learnable initial recurrent state choice #256

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merged 7 commits into from
Apr 5, 2024

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@belerico belerico commented Apr 5, 2024

Summary

In this PR we let the user chose whether or not to learn the initial recurrent state. A fixed initial recurrent state is useful when learning on simple environments, e.g. CartPole-v1

Type of Change

Please select the one relevant option below:

  • Bug fix (non-breaking change that solves an issue)
  • New feature (non-breaking change that adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • Documentation update
  • Other (please describe):

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Please confirm that the following tasks have been completed:

  • I have tested my changes locally and they work as expected. (Please describe the tests you performed.)
  • I have added unit tests for my changes, or updated existing tests if necessary.
  • I have updated the documentation, if applicable.
  • I have installed pre-commit and run locally for my code changes.

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  • Any potential risks or challenges associated with the changes.
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  • Any other relevant information.

Thank you for your contribution! Once you have filled out this template, please ensure that you have assigned the appropriate reviewers and that all tests have passed.

@belerico belerico merged commit 5e75246 into main Apr 5, 2024
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@belerico belerico deleted the feature/learnable-initial-choice branch April 5, 2024 09:32
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2 participants