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Commits on Feb 24, 2021

• solved open_box

  Jason-CKY

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Commits on Jan 30, 2021

• Added DAC+PPO benchmark and code

  Jason-CKY

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Commits on Jan 29, 2021

• Added DAC_PPO Algorithm

  Jason-CKY

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Commits on Jan 6, 2021

• Added option-critic loss functions

  Jason-CKY

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Commits on Dec 27, 2020

• added batch updates for ppo and trpo

  Jason-CKY

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• added multiple gpu support

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Commits on Dec 24, 2020

• changed model type to be a config setting instead of a config for each model architecture

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Commits on Dec 18, 2020

• edited test.py to use env_fn

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Commits on Dec 17, 2020

• added requirements.txt and edited readme. Fixed some error function calls

  Jason-CKY

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Commits on Dec 16, 2020

• Added CNN network for ddpg

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Commits on Dec 13, 2020

• Redid the normalize observation env wrapper using online algorithm and added env pickling options

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Commits on Oct 30, 2020

• Debugged algorithms

  Jason-CKY

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• Changed saving model weights logic

  Jason-CKY

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Commits on Oct 25, 2020

• added .train() and .eval() functions to networks, only applied normalize observations to on-policy algorithms, used pickle instead of json for logger due to I/O time

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Commits on Oct 4, 2020

• Added ppo

  Jason-CKY

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Commits on Oct 3, 2020

• fixed trpo discrete case and added into train and test code

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Commits on Sep 24, 2020

• added td3 test cases

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Commits on Sep 22, 2020

• edited readme and added documentation

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Commits on Sep 21, 2020

• TD3 WIP

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• Standardised comparisons

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Commits on Sep 18, 2020

• added learning curves and gifs of trained agents

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Commits on Sep 17, 2020

• adjusted hyperparameters to stable-baselines standard

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Commits on Sep 16, 2020

• changed path case

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Commits on Sep 14, 2020

• added stable-baselines3 style monitoring and plotting

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Commits on Sep 12, 2020

• first commit

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