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Commits on May 6, 2021

• Inherit ReAgent optimizer from PyTorch optimizer (facebookresearch#466)

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Commits on Apr 29, 2021

• Migrate Klotski to Lightning

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Commits on Apr 23, 2021

• Add logging of all considered parameters to hyperparam tuning script

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Commits on Apr 20, 2021

• Make sure that trainer.train(batch) throws an error for Lightining trainers (facebookresearch#457)

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Commits on Mar 4, 2021

• Add GNN model to be used with ReAgent (facebookresearch#405)

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• Add hyperparameter tuning

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• Add PG runner for tensor placement

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Commits on Mar 3, 2021

• PPO Trainer relies on manual_backward() (facebookresearch#404)

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• Migrate PPO trainer to Lightning (facebookresearch#402)

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Commits on Feb 26, 2021

• Improvements to discrete action samplers (facebookresearch#403)

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Commits on Feb 24, 2021

• Migrate REINFORCE trainer to Lightning (facebookresearch#388)

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• ReAgentLightningModule: add support for single optimizer

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• add a DataLoader wrapper for a gym env (facebookresearch#390)

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Commits on Jan 29, 2021

• Back out "add async_run_episode to gymrunner to support envs with async step methods" (facebookresearch#382)

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Commits on Jan 20, 2021

• switch some inplace operations to non-inplace (facebookresearch#377)

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Commits on Jan 11, 2021

• add async_run_episode to gymrunner to support envs with async step methods (facebookresearch#359)

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• add entropy bonus to PPO (facebookresearch#375)

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• freeze tox==3.20.1 in ReAgent (facebookresearch#374)

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Commits on Jan 6, 2021

• fix reagent REINFORCE notebook (facebookresearch#373)

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Commits on Dec 1, 2020

• add example notebooks to reagent

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Commits on Nov 4, 2020

• compare possible_actions_mask to None, not False (in REINFORCE trainer) (facebookresearch#341)

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• Implement PPO trainer (facebookresearch#340)

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Commits on Oct 27, 2020

• Add value model baseline and possible action mask to REINFORCE (facebookresearch#336)

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Commits on Sep 8, 2020

• Add missing __init__.py files to ReAgent (facebookresearch#312)

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• Fix ReAgent tox.ini (facebookresearch#308)

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Commits on Aug 1, 2019

• Implement BOP-E

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