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RLE-Foundation/rllte

Overview
Getting Started
Tutorials
API Documentation
Hub
Copilot

CORE

RLE-Foundation/rllte

Overview
Overview
Getting Started
Getting Started
- Installation
- Verification
Tutorials
API Documentation
API Documentation
- Overview
- Common
  Common
  - Prototypes
    Prototypes
    
    BaseAgent
    
    OnPolicyAgent
    
    OffPolicyAgent
    
    DistributedAgent
    
    BasePolicy
    
    BaseEncoder
    
    BaseStorage
    
    BaseDistribution
    
    BaseAugmentation BaseAugmentation
    Table of contents
    
    BaseAugmentation
    
    BaseIntrinsicRewardModule
  - Auxiliaries
    Auxiliaries
    
    Logger
    
    Timer
    
    Preprocessing
    
    Initialization
- Agent
  Agent
  - Legacy
    Legacy
    
    PPO
    
    A2C
    
    DQN
    
    SAC
    
    SACDiscrete
    
    DDPG
    
    TD3
  - Current
    Current
    
    DrQv2
    
    DAAC
    
    DrAC
    
    DrDAAC
    
    PPG
    
    IMPALA
- Xploit
  Xploit
  - policy
    policy
    
    OnPolicySharedActorCritic
    
    OnPolicyDecoupledActorCritic
    
    OffPolicyDoubleQNetwork
    
    OffPolicyDoubleActorDoubleCritic
    
    OffPolicyDetActorDoubleCritic
    
    OffPolicyStochActorDoubleCritic
    
    DistributedActorLearner
  - encoder
    encoder
    
    EspeholtResidualEncoder
    
    MnihCnnEncoder
    
    TassaCnnEncoder
    
    PathakCnnEncoder
    
    VanillaMlpEncoder
    
    IdentityEncoder
    
    RaffinCombinedEncoder
  - storage
    storage
    
    VanillaDistributedStorage
    
    VanillaRolloutStorage
    
    VanillaReplayStorage
    
    DictRolloutStorage
    
    DictReplayStorage
    
    NStepReplayStorage
    
    PrioritizedReplayStorage
    
    HerReplayStorage
- Xplore
  Xplore
  - reward
    reward
    
    PseudoCounts
    
    ICM
    
    RND
    
    GIRM
    
    NGU
    
    RIDE
    
    RE3
    
    RISE
    
    REVD
  - augmentation
    augmentation
    
    GaussianNoise
    
    RandomAmplitudeScaling
    
    GrayScale
    
    Identity
    
    RandomColorJitter
    
    RandomConvolution
    
    RandomCrop
    
    RandomCutout
    
    RandomCutoutColor
    
    RandomFlip
    
    RandomRotate
    
    RandomShift
    
    RandomTranslate
  - distribution
    distribution
    
    Bernoulli
    
    Categorical
    
    MultiCategorical
    
    DiagonalGaussian
    
    SquashedNormal
    
    NormalNoise
    
    OrnsteinUhlenbeckNoise
    
    TruncatedNormalNoise
- Hub
  Hub
  - Atari
  - DMControl
  - Procgen
  - MiniGrid
- Env
  Env
  - Packaged Environments
    Packaged Environments
    
    make_atari_env
    
    make_bullet_env
    
    make_dmc_env
    
    make_procgen_env
    
    make_envpool_atari_env
    
    make_envpool_procgen_env
  - make_rllte_env
- Evaluation
  Evaluation
Hub
Copilot

Table of contents

BaseAugmentation

BaseAugmentation

Base class of augmentation.

BaseDistribution

BaseIntrinsicRewardModule

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