Class ExpectedSARSAOptions<T>

Namespace

AiDotNet.Models.Options

Assembly

AiDotNet.dll

Configuration options for Expected SARSA agents.

public class ExpectedSARSAOptions<T> : ReinforcementLearningOptions<T>

Type Parameters

T

The numeric type used for calculations.

Inheritance

object

ReinforcementLearningOptions<T>

ExpectedSARSAOptions<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>.WarmupSteps

ReinforcementLearningOptions<T>.MaxGradientNorm

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Constructors

ExpectedSARSAOptions(int, int)

Initializes a new instance of the ExpectedSARSAOptions class with validated state and action sizes.

public ExpectedSARSAOptions(int stateSize, int actionSize)

Parameters

stateSize int

The size of the state space.

actionSize int

The size of the action space.

Exceptions

ArgumentOutOfRangeException

Thrown when stateSize or actionSize is less than or equal to zero.

Properties

ActionSize

Gets or initializes the size of the action space.

public int ActionSize { get; init; }

Property Value

int

Exceptions

ArgumentOutOfRangeException

Thrown when the value is less than or equal to zero.

StateSize

Gets or initializes the size of the state space.

public int StateSize { get; init; }

Property Value

int

Exceptions

ArgumentOutOfRangeException

Thrown when the value is less than or equal to zero.