Class ExperienceDataPoint<T, TInput, TOutput>

Namespace

AiDotNet.ContinualLearning.Memory

Assembly

AiDotNet.dll

Alias for DataPoint used in experience replay contexts.

public class ExperienceDataPoint<T, TInput, TOutput> : DataPoint<T, TInput, TOutput>

Type Parameters

T

The numeric type used for calculations.

TInput

The input data type.

TOutput

The output data type.

Inheritance

object

DataPoint<T, TInput, TOutput>

ExperienceDataPoint<T, TInput, TOutput>

Inherited Members

DataPoint<T, TInput, TOutput>.Input

DataPoint<T, TInput, TOutput>.Output

DataPoint<T, TInput, TOutput>.TaskId

DataPoint<T, TInput, TOutput>.AddedAt

DataPoint<T, TInput, TOutput>.Metadata

DataPoint<T, TInput, TOutput>.ToString()

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Remarks

For Beginners: This is an alias for DataPoint that emphasizes its use in experience replay for continual learning.

Constructors

ExperienceDataPoint(TInput, TOutput, int)

Initializes a new experience data point.

public ExperienceDataPoint(TInput input, TOutput output, int taskId)

Parameters

input TInput

The input data.

output TOutput

The expected output data.

taskId int

The task identifier.

Methods

FromDataPoint(DataPoint<T, TInput, TOutput>)

Creates an ExperienceDataPoint from an existing DataPoint.

public static ExperienceDataPoint<T, TInput, TOutput> FromDataPoint(DataPoint<T, TInput, TOutput> dataPoint)

Parameters

dataPoint DataPoint<T, TInput, TOutput>

The data point to convert.

Returns

ExperienceDataPoint<T, TInput, TOutput>

A new ExperienceDataPoint with the same data.