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Changelog

v0.0.1

05/05/2023 (Version 0.0.1)

Version 0.0.1 published.

  • New features:
    • Agent: SAC, DrQ, DDPG, DrQ-v2, PPO, DAAC, DrAC, PPG, IMPALA
    • Encoder: EspeholtResidualEncoder, IdentityEncoder, MnihCnnEncoder, TassaCnnEncoder, VanillaMlpEncoder
    • Storage: DecoupledRolloutStorage, VanillaRolloutStorage, VanillaReplayStorage, NStepReplayStorage, PrioritizedReplayStorage, DistributedStorage
    • Augmentation: GaussianNoise, RandomAmplitudeScaling, RandomShift, ...
    • Distribution: TruncatedNormalNoise, Bernoulli, Categorical, DiagonalGaussian, ...
    • Reward: PseudoCounts, ICM, RND, RE3, ...

Initialization

19/01/2023

  • Repository initialization and first commit.