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LearningAgents

API > API/Plugins

Classes

  Type Name Description
Public struct UStruct BlueprintType FLearningAgentsActionObjectElement An element of an Action Object  
Public struct UStruct BlueprintType FLearningAgentsActionSchemaElement An element of an Action Schema  
Public struct UStruct BlueprintType category FLearningAgentsCriticSettings The configurable settings for a ULearningAgentsCritic.  
Public class FLearningAgentsModule    
Public struct UStruct BlueprintType FLearningAgentsObservationObjectElement An element of an Observation Object  
Public struct UStruct BlueprintType FLearningAgentsObservationSchemaElement An element of an Observation Schema  
Public struct UStruct BlueprintType category FLearningAgentsPolicySettings The configurable settings for a ULearningAgentsPolicy.  
Public class UClass BlueprintType ULearningAgentsActionObject Action ObjectThis object is used to construct or get the values of actions.  
Public class UClass ULearningAgentsActions    
Public class UClass BlueprintType ULearningAgentsActionSchema Action SchemaThis object is used to construct a schema describing some structure of actions.  
Public class UClass Abstract Blueprintable, BlueprintType hidedropdown ULearningAgentsController A controller is an object that can be used to construct actions from observations - essentially a hand-made Policy.  
Public class UClass Blueprintable, BlueprintType Meta ULearningAgentsCritic A critic used for training the policy.  
Public class UClass Abstract Blueprintable, BlueprintType hidedropdown ULearningAgentsInteractor ULearningAgentsInteractor defines how agents interact with the environment through their observations and actions.  
Public class UClass Blueprintable, BlueprintType Meta ULearningAgentsManager The agent manager is responsible for tracking which game objects are agents.  
Public class UClass Abstract Blueprintable, BlueprintType ULearningAgentsManagerListener Base class for objects which can be added to a ULearningAgentsManager to receive callbacks whenever agents are added, remove or reset.  
Public class UClass BlueprintType ULearningAgentsNeuralNetwork A neural network data asset.  
Public class UClass BlueprintType ULearningAgentsObservationObject Observation ObjectThis object is used to construct or get the values of observations.  
Public class UClass ULearningAgentsObservations    
Public class UClass BlueprintType ULearningAgentsObservationSchema Observation Schema  
Public class UClass Blueprintable, BlueprintType Meta ULearningAgentsPolicy A policy that maps from observations to actions.  
Public class UClass BlueprintType ULearningAgentsVisualLoggerObject Dummy class used for visual logging  

Enums

  Type Name Description
Public enum UEnum BlueprintType category ELearningAgentsActivationFunction Activation functions for neural networks.  
Public enum UEnum BlueprintType ELearningAgentsEitherAction Enum Type representing either action A or action B  
Public enum UEnum BlueprintType ELearningAgentsEitherObservation Enum Type representing either observation A or observation B  
Public enum UEnum BlueprintType ELearningAgentsOptionalAction Enum Type representing either a Null action or some Valid action  
Public enum UEnum BlueprintType ELearningAgentsOptionalObservation Enum Type representing either a Null observation or some Valid observation  

Functions

  Type Name Description
Public function uint32 Hashing operator for Action Object Elements
Public function uint32 Hashing operator for Observation Object Elements
Public function bool Comparison operator for Action Object Elements
Public function bool Comparison operator for Observation Object Elements

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