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Commits on Nov 2, 2018

• Change license from BSD+Patents to BSD

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  Jason Gauci

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• Update README.md

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Commits on Nov 1, 2018

• Run tests in subprocesses with pytest-xdist (facebookresearch#51)

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• Update readme

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• Add pytest-xdist to requirements (facebookresearch#48)

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• Clip std dev in normalization to min 1

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• Integrating SAC trainer w/ Feed Predictor

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• Create ActorFeedPredictor

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• Add tolerance for check that fails on OS/X and increase training time for test that is flaky (facebookresearch#47)

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  Jason Gauci

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• Append logo to README.md

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  Jason Gauci

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Commits on Oct 31, 2018

• Fix logging in unit test

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  kittipatv

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• Implement ActorPredictor.load()

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  kittipatv

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• Small fixes for SAC

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• Fix setting default missing value

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• Move old code to /ml/rl/fb. Remove multiprocessing from gridworld simulations (facebookresearch#45)

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  Jason Gauci

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• Fix DDPG unit test (facebookresearch#44)

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  Jason Gauci

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• FeedPredictorFeatureExtractor

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• Always evaluate last batch

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Commits on Oct 30, 2018

• SAC training

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  kittipatv

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• Refactor & unit test feed predictor

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  Jason Gauci

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• Add Tensorboard Support

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Commits on Oct 29, 2018

• calculate all optimal actions and compare with trained policies

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• Implement _ParametricDQNPredictor.load()

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• SummaryWriterContext

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Commits on Oct 27, 2018

• Add option to treat missing value as zero at training time

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Commits on Oct 26, 2018

• Take in target action distribution to enable reward shaping to fit distribution

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  econti

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• Remove reward_timeline

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  Jason Gauci

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• Set random seed to stop flaky test

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Commits on Oct 25, 2018

• Adding CONTINOUS_ACTION preprocessing

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  kittipatv

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• Allow reward shaping to be done during training

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• fixing GPU training

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  kittipatv

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• Create ActorPredictor and use it in SAC

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Commits on Oct 24, 2018

• Unify API across all models. Merge gridworld tests under a single test runner. Reduce memory usage of tests.

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  Jason Gauci

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• Parametric DQN workflow w/ the modular trainer

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Commits on Oct 23, 2018

• Return action distributions in discrete action workflows

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  Vivek Narayanan

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