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Commits on Oct 24, 2018

• 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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• Fix SAC gpu unittest

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Commits on Oct 22, 2018

• SACTrainer

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• GausssianFullyConnectedActor

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• Add feed predictor exporter for RL DQN

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  Jiangwei Pan

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Commits on Oct 20, 2018

• Get Cartpole w/Preprocessing working in Open Source

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Commits on Oct 19, 2018

• Update setup instructions

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• Remove Matplotlib from ml/rl

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Commits on Oct 18, 2018

• Get end-to-end training working

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  econti

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• Create workflow to benchmark algorithms on Atari suite in Parallel

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  econti

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• Update oss info

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  Jason Gauci

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• fix test tolerance

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Commits on Oct 17, 2018

• Spark changes: Write timeline in .parquet, Change feature IDs to ints. Add metrics column. (facebookresearch#41)

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  Jason Gauci

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• Back out "Avoid precision-loss due to shifting"

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Commits on Oct 16, 2018

• Take number of shards as argument and update readme

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• Minor tweaks to scripts

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  Jason Gauci

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• ParametricDQNTrainer w/ model network as input (facebookresearch#36)

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• Reduce number of processes in gridworld and memory requirements

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  Jason Gauci

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• Udpate Horizon Readme

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Commits on Oct 15, 2018

• Add __init__.py to make unit tests run on OSS (facebookresearch#37)

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  kittipatv

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• Fix export unit tests

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  kittipatv

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• Create OutputTransformer

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• Some updates to DDPG training flow

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  Jiangwei Pan

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Commits on Oct 13, 2018

• Add tiled_next_state field for max-Q learning of parametric action model

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  kittipatv

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• Switch DQN Predictor to use c2 preprocessing. Fix bugs that made c2 and pytorch preprocessing return different results.

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  Jason Gauci

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Commits on Oct 12, 2018

• Separate sparse_to_dense from preprocessing.

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  Jason Gauci

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• Avoid precision-loss due to shifting (facebookresearch#35)

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• Add Noisy Linear Layer W/Factorized Gaussian Noise

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Commits on Oct 10, 2018

• Implement FullyConnectedActor model

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  kittipatv

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• Implement FullyConnectedParametricDQN model

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  kittipatv

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• Fix typehinting

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Commits on Oct 6, 2018

• Speed up gridworld tests

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  Jason Gauci

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Commits on Oct 3, 2018

• Add L2 Regularization to DQN

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  econti

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• Fix preprocessing quantile issue

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