Class TD3Options<T>

Namespace

AiDotNet.Models.Options

Assembly

AiDotNet.dll

Configuration options for TD3 agent.

public class TD3Options<T> : ReinforcementLearningOptions<T>

Type Parameters

T

The numeric type used for calculations.

Inheritance

object

ReinforcementLearningOptions<T>

TD3Options<T>

Inherited Members

ReinforcementLearningOptions<T>.LearningRate

ReinforcementLearningOptions<T>.DiscountFactor

ReinforcementLearningOptions<T>.LossFunction

ReinforcementLearningOptions<T>.Seed

ReinforcementLearningOptions<T>.BatchSize

ReinforcementLearningOptions<T>.ReplayBufferSize

ReinforcementLearningOptions<T>.TargetUpdateFrequency

ReinforcementLearningOptions<T>.UsePrioritizedReplay

ReinforcementLearningOptions<T>.EpsilonStart

ReinforcementLearningOptions<T>.EpsilonEnd

ReinforcementLearningOptions<T>.EpsilonDecay

ReinforcementLearningOptions<T>.MaxGradientNorm

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Constructors

TD3Options()

public TD3Options()

Properties

ActionSize

public int ActionSize { get; init; }

Property Value

int

ActorHiddenLayers

public List<int> ActorHiddenLayers { get; init; }

Property Value

List<int>

ActorLearningRate

public T ActorLearningRate { get; init; }

Property Value

T

CriticHiddenLayers

public List<int> CriticHiddenLayers { get; init; }

Property Value

List<int>

CriticLearningRate

public T CriticLearningRate { get; init; }

Property Value

T

CriticLossFunction

public ILossFunction<T> CriticLossFunction { get; init; }

Property Value

ILossFunction<T>

ExplorationNoise

public double ExplorationNoise { get; init; }

Property Value

double

PolicyUpdateFrequency

public int PolicyUpdateFrequency { get; init; }

Property Value

int

StateSize

public int StateSize { get; init; }

Property Value

int

TargetNoiseClip

public double TargetNoiseClip { get; init; }

Property Value

double

TargetPolicyNoise

public double TargetPolicyNoise { get; init; }

Property Value

double

TargetUpdateTau

public T TargetUpdateTau { get; init; }

Property Value

T

WarmupSteps

public int WarmupSteps { get; init; }

Property Value

int