pandemonium

Spinning Up

• Spinning Up
  • What is pandemonium?
  • Installation

Reference

• Library Reference
  • pandemonium.agent Module
    • Classes
      • Agent
    • Class Inheritance Diagram
  • pandemonium.gvf Module
    • Classes
      • GVF
    • Class Inheritance Diagram
  • pandemonium.demons Package
    • Classes
      • CategoricalQ
      • ControlDemon
      • Demon
      • DuellingMixin
      • LinearDemon
      • OfflineTD
      • OfflineTDControl
      • OfflineTDPrediction
      • OnlineTD
      • OnlineTDControl
      • OnlineTDPrediction
      • ParametricDemon
      • PredictionDemon
      • QLearning
      • SARSA
      • SARSE
      • TDControl
      • TDPrediction
      • TDn
      • TTD
    • Class Inheritance Diagram
  • pandemonium.implementations Package
    • Functions
      • create_horde
    • Classes
      • AC
      • Curiosity
      • DQN
      • DoubleQLearning
      • ICM
      • MultistepQLearning
      • MultistepSARSA
      • OnlineQLearning
      • OnlineSARSA
      • PixelControl
      • RewardPrediction
      • ValueReplay
    • Class Inheritance Diagram
  • pandemonium.horde Module
    • Classes
      • Horde
    • Class Inheritance Diagram
  • pandemonium.policies Package
    • Functions
      • randargmax
      • torch_argmax_mask
    • Classes
      • Continuous
      • DiffPolicy
      • Discrete
      • Egreedy
      • EgreedyOverOptions
      • Greedy
      • HierarchicalPolicy
      • Policy
      • Random
      • SoftmaxPolicy
      • VPG
    • Class Inheritance Diagram
  • pandemonium.networks Package
    • Functions
      • conv2d_size_out
      • deconv2d_size_out
      • layer_init
    • Classes
      • BaseNetwork
      • ConvBody
      • ConvLSTM
      • FCBody
      • ForwardModel
      • Identity
      • InverseModel
      • LinearNet
      • NatureCNN
      • Reshape
      • TargetNetMixin
    • Class Inheritance Diagram
  • pandemonium.cumulants Module
    • Classes
      • CombinedCumulant
      • Cumulant
      • Empowerment
      • FeatureCumulant
      • Fitness
      • PixelChange
      • Surprise
    • Class Inheritance Diagram
  • pandemonium.continuations Module
    • Classes
      • ConstantContinuation
      • ContinuationFunction
      • DiffContinuation
      • SigmoidContinuation
      • TerminationCritic
    • Class Inheritance Diagram
  • pandemonium.experience Package
    • Classes
      • ER
      • PER
      • ReplayBuffer
      • ReplayBufferMixin
      • SegmentedER
      • SkewedER
      • Trajectory
      • Transition
    • Class Inheritance Diagram
  • pandemonium.traces Module
    • Classes
      • AccumulatingTrace
      • DutchTrace
      • EligibilityTrace
      • Retrace
      • Vtrace
    • Class Inheritance Diagram

Architectures

• Architectures

Benchmarks

• Benchmarks

Indices and tables

• Index

• Module Index

• Search Page