ULearningAgentsFlowMatching

API > API/Plugins > API/Plugins/LearningAgents

   
Name ULearningAgentsFlowMatching
Type class
Header File /Engine/Plugins/Experimental/LearningAgents/Source/LearningAgents/Public/LearningAgentsFlowMatching.h
Include Path #include "LearningAgentsFlowMatching.h"

Syntax

UCLASS (MinimalAPI, BlueprintType, Blueprintable, Meta=(BlueprintSpawnableComponent))  
class ULearningAgentsFlowMatching : public ULearningAgentsManagerListener

Inheritance Hierarchy

Constructors

Name Remarks Include Path Unreal Specifiers
  LearningAgentsFlowMatching.h  
  LearningAgentsFlowMatching.h  

Destructors

Name Remarks Include Path Unreal Specifiers

virtual ~ULearningAgentsFlowMatching()

   LearningAgentsFlowMatching.h  

Variables

Protected

Name Type Remarks Include Path Unreal Specifiers
ActionDimension int32   LearningAgentsFlowMatching.h  
DecoderNetwork TObjectPtr< ULearningAgentsNeuralNetwork >   LearningAgentsFlowMatching.h
  • VisibleAnywhere
  • Transient
  • Category="LearningAgents"
DecoderObject TSharedPtr< UE::Learning::FNeuralNetworkFunction >   LearningAgentsFlowMatching.h  
DenoiserInputBuffer TLearningArray< 2, float >   LearningAgentsFlowMatching.h  
DenoiserNetwork TObjectPtr< ULearningAgentsNeuralNetwork >   LearningAgentsFlowMatching.h
  • VisibleAnywhere
  • Transient
  • Category="LearningAgents"
DenoiserObject TSharedPtr< UE::Learning::FNeuralNetworkFunction >   LearningAgentsFlowMatching.h  
EncoderNetwork TObjectPtr< ULearningAgentsNeuralNetwork >   LearningAgentsFlowMatching.h
  • VisibleAnywhere
  • Transient
  • Category="LearningAgents"
EncoderObject TSharedPtr< UE::Learning::FNeuralNetworkFunction >   LearningAgentsFlowMatching.h  
FlowMatchingSettings FLearningAgentsFlowMatchingSettings   LearningAgentsFlowMatching.h  
GlobalSeed uint32   LearningAgentsFlowMatching.h  
Interactor TObjectPtr< ULearningAgentsInteractor >   LearningAgentsFlowMatching.h
  • VisibleAnywhere
  • Transient
  • Category="LearningAgents"
ObservationVectorsEncoded TLearningArray< 2, float >   LearningAgentsFlowMatching.h  
ODEState TLearningArray< 2, float >   LearningAgentsFlowMatching.h  
Seeds TLearningArray< 1, uint32 >   LearningAgentsFlowMatching.h  
ValidAgentIds TArray< int32 >   LearningAgentsFlowMatching.h  
ValidAgentSet UE::Learning::FIndexSet   LearningAgentsFlowMatching.h  
VelocityBuffer TLearningArray< 2, float >   LearningAgentsFlowMatching.h  

Functions

Public

Name Remarks Include Path Unreal Specifiers

TSharedRef< FJsonObject > AsJsonConfig()

   LearningAgentsFlowMatching.h  

ULearningAgentsNeuralNetwork * GetDecoderNetworkAsset()

   LearningAgentsFlowMatching.h
  • BlueprintPure
  • Category="LearningAgents"
  LearningAgentsFlowMatching.h  

ULearningAgentsNeuralNetwork * GetDenoiserNetworkAsset()

   LearningAgentsFlowMatching.h
  • BlueprintPure
  • Category="LearningAgents"

UE::Learning::FNeuralNetworkFunction & GetDenoiserObject()

   LearningAgentsFlowMatching.h  

ULearningAgentsNeuralNetwork * GetEncoderNetworkAsset()

   LearningAgentsFlowMatching.h
  • BlueprintPure
  • Category="LearningAgents"
  LearningAgentsFlowMatching.h  

void RunInference ()

   LearningAgentsFlowMatching.h
  • BlueprintCallable
  • Category="LearningAgents"

void RunInference ( const int32 ODEStepsNum
)

   LearningAgentsFlowMatching.h  

void SetupFlowMatchingModel ( ULearningAgentsManager*& InManager,
ULearningAgentsInteractor*& InInteractor,
ULearningAgentsNeuralNetwork* EncoderNeuralNetworkAsset,
ULearningAgentsNeuralNetwork* DenoiserNeuralNetworkAsset,
ULearningAgentsNeuralNetwork* DecoderNeuralNetworkAsset,
const bool bReinitializeEncoderNetwork,
const bool bReinitializeDenoiserNetwork,
const bool bReinitializeDecoderNetwork,
const bool bSkipCompatibilityChecks,
const FLearningAgentsFlowMatchingSettings& InFlowMatchingSettings,
const int32 Seed
)

   LearningAgentsFlowMatching.h
  • BlueprintCallable
  • Category="LearningAgents"
  • Meta=(AutoCreateRefTerm="InFlowMatchingSettings")

Public Virtual

Name Remarks Include Path Unreal Specifiers

virtual void OnAgentsAdded_Implementation ( const TArray< int32 >& AgentIds
)

   LearningAgentsFlowMatching.h  

virtual void OnAgentsRemoved_Implementation ( const TArray< int32 >& AgentIds
)

   LearningAgentsFlowMatching.h  

virtual void OnAgentsReset_Implementation ( const TArray< int32 >& AgentIds
)

   LearningAgentsFlowMatching.h  

Static

Name Remarks Include Path Unreal Specifiers

static ULearningAgentsFlowMatching * MakeFlowMatchingModel ( ULearningAgentsManager*& InManager,
ULearningAgentsInteractor*& InInteractor,
TSubclassOf< ULearningAgentsFlowMatching > Class,
const FName Name,
ULearningAgentsNeuralNetwork* EncoderNeuralNetworkAsset,
ULearningAgentsNeuralNetwork* DenoiserNeuralNetworkAsset,
ULearningAgentsNeuralNetwork* DecoderNeuralNetworkAsset,
const bool bReinitializeEncoderNetwork,
const bool bReinitializeDenoiserNetwork,
const bool bReinitializeDecoderNetwork,
const bool bSkipCompatibilityChecks,
const FLearningAgentsFlowMatchingSettings& FlowMatchingSettings,
const int32 Seed
)

   LearningAgentsFlowMatching.h
  • BlueprintCallable
  • Category="LearningAgents"
  • Meta=(Class="/Script/LearningAgents.LearningAgentsFlowMatching", DeterminesOutputType="Class", AutoCreateRefTerm="FlowMatchingSettings")

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