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  3. LearningAgents

LearningAgents

API > API/Plugins

   
Name LearningAgents
Type Plugin
Part of Plugins Learning Agents
Location /Engine/Plugins/Experimental/LearningAgents/Source/LearningAgents/
Module Build Rules LearningAgents.Build.cs

Classes

Name Remarks
FLearningAgentsModule  
ULearningAgentsActionModifier Action ModifierThis object is used to construct or get the values of action modifiers.
ULearningAgentsActionObject Action ObjectThis object is used to construct or get the values of actions.
ULearningAgentsActions  
ULearningAgentsActionSchema Action SchemaThis object is used to construct a schema describing some structure of actions.
ULearningAgentsController A controller is an object that can be used to construct actions from observations - essentially a hand-made Policy.
ULearningAgentsCritic A critic used for training the policy.
ULearningAgentsInteractor ULearningAgentsInteractor defines how agents interact with the environment through their observations and actions.
ULearningAgentsManager The agent manager is responsible for tracking which game objects are agents.
ULearningAgentsManagerListener Base class for objects which can be added to a ULearningAgentsManager to receive callbacks whenever agents are added, remove or reset.
ULearningAgentsNeuralNetwork A neural network data asset.
ULearningAgentsObservationObject Observation ObjectThis object is used to construct or get the values of observations.
ULearningAgentsObservations  
ULearningAgentsObservationSchema Observation Schema
ULearningAgentsPolicy A policy that maps from observations to actions.
ULearningAgentsVisualLoggerObject Dummy class used for visual logging

Structs

Name Remarks
FLearningAgentsActionModifierElement An element of an Action Modifier
FLearningAgentsActionObjectElement An element of an Action Object
FLearningAgentsActionSchemaElement An element of an Action Schema
FLearningAgentsCriticSettings The configurable settings for a ULearningAgentsCritic.
FLearningAgentsObservationObjectElement An element of an Observation Object
FLearningAgentsObservationSchemaElement An element of an Observation Schema
FLearningAgentsPolicySettings The configurable settings for a ULearningAgentsPolicy.

Enums

Public

Name Remarks
ELearningAgentsActivationFunction Activation functions for neural networks.
ELearningAgentsEitherAction Enum Type representing either action A or action B
ELearningAgentsEitherObservation Enum Type representing either observation A or observation B
ELearningAgentsOptionalAction Enum Type representing either a Null action or some Valid action
ELearningAgentsOptionalObservation Enum Type representing either a Null observation or some Valid observation

Functions

Public

Name Remarks Include Path Unreal Specifiers
  LearningAgentsActions.h  
  LearningAgentsActions.h  
  LearningAgentsActions.h  
  LearningAgentsObservations.h  
  LearningAgentsObservations.h  
Comparison and Hashing operators for Action Elements LearningAgentsActions.h  
  LearningAgentsActions.h  
  LearningAgentsActions.h  
Comparison and Hashing operators for Observation Elements LearningAgentsObservations.h  
  LearningAgentsObservations.h  

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