4. Components Reference

• 4.1. Component Base Class Reference
• 4.2. Action Adapters
  • 4.2.1. Action Adapter Base Class
  • 4.2.2. Dueling Action Adapter
  • 4.2.3. Baseline Action Adapter
• 4.3. Distributions
  • 4.3.1. Distribution Base Class
  • 4.3.2. Normal Distribution
  • 4.3.3. Bernoulli Distribution
  • 4.3.4. Categorical Distribution
  • 4.3.5. Beta Distribution
• 4.4. Explorations
  • 4.4.1. Exploration Base Class
  • 4.4.2. EpsilonExploration Helper Class
• 4.5. Helper Components Reference
• 4.6. Layer Classes
  • 4.6.1. Layer Base Class
  • 4.6.2. Preprocessing Layers
  • 4.6.3. Neural Network Layers
    • 4.6.3.1. Activation Functions
    • 4.6.3.2. NNLayer Base Class
    • 4.6.3.3. Concat Layer
    • 4.6.3.4. Conv2D Layer
    • 4.6.3.5. Dense Layer
    • 4.6.3.6. LSTM Layer
    • 4.6.3.7. MaxPool2D Layer
    • 4.6.3.8. Residual Layer
  • 4.6.4. String/Text Processing Layers
• 4.7. Loss Functions
  • 4.7.1. Loss Function Base Class
  • 4.7.2. DQN Loss Function
  • 4.7.3. IMPALA Loss Function
• 4.8. Memories
  • 4.8.1. Memory Base Class
  • 4.8.2. ReplayMemory
  • 4.8.3. PrioritizedReplay
  • 4.8.4. FIFOQueue
  • 4.8.5. QueueRunner
• 4.9. Neural Networks
  • 4.9.1. Stack Class
  • 4.9.2. PreprocessorStack
  • 4.9.3. DictPreprocessorStack
  • 4.9.4. NeuralNetwork
  • 4.9.5. Policy
  • 4.9.6. ActorComponent
• 4.10. Optimizers
  • 4.10.1. Optimizer Base Class
  • 4.10.2. Local Optimizer
  • 4.10.3. Horovod Optimizer
• 4.11. RLgraph Components from Select Papers Reference
• 4.12. Queues Reference