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Add RLScheduler #53

Merged
merged 3 commits into from
Mar 28, 2023
Merged

Add RLScheduler #53

merged 3 commits into from
Mar 28, 2023

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marcofavoritobi
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@marcofavoritobi marcofavoritobi commented Mar 21, 2023 •
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Proposed changes

  • Add a base class for RL agents, and an implementation of the MAB eps-greedy algorithm for non-stationary environments
  • Add a OpenAI Gym calibration environment, and a RL environment for MAB algorithms
  • Add the RLScheduler, an implementation of the BaseScheduler abstract class

Fixes

n/a

Types of changes

What types of changes does your code introduce?
Put an x in the boxes that apply

  • Bugfix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)

Checklist

Put an x in the boxes that apply.

  • I have read the CONTRIBUTING doc
  • I am making a pull request against the main branch (left side). Also you should start your branch off our main.
  • Lint and unit tests pass locally with my changes
  • I have added tests that prove my fix is effective or that my feature works

Further comments

n/a

@marcofavoritobi marcofavoritobi force-pushed the feat/rl-scheduler branch 5 times, most recently from e7e3694 to 49d873d Compare March 28, 2023 08:49
@marcofavoritobi marcofavoritobi marked this pull request as ready for review March 28, 2023 08:49
@marcofavoritobi marcofavoritobi requested a review from AldoGl March 28, 2023 08:49
@marcofavorito
chore: add gymnasium@^0.27.1
6c2a310
@marcofavorito
Add RL agents, OpenAI Gym calibration environments, and RL Scheduler
3d654e5 
- Add a base class for RL agents, and an implementation of the MAB eps-greedy algorithm for non-stationary environments
- Add a OpenAI Gym calibration environment, and a RL environment for MAB algorithms
- Add the RLScheduler, an implementation of the BaseScheduler abstract class
@marcofavorito
docs: add notebook that uses the RLScheduler feature
3e4e9ba
@marcofavoritobi marcofavoritobi merged commit 152aa9b into main Mar 28, 2023
@AldoGl AldoGl deleted the feat/rl-scheduler branch July 4, 2023 08:07
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@AldoGl AldoGl Awaiting requested review from AldoGl

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@marcofavoritobi @marcofavorito