/// <summary>
/// Initializes a new instance of the <see cref="QNetwork"/> class.
/// </summary>
/// <param name="path">The path.</param>
public QNetwork(string path)
{
Parameters = new QNetworkParameters();
FileInfo networkFile = new FileInfo(path);
NeuralNetwork = (BasicNetwork)(Encog.Persist.EncogDirectoryPersistence.LoadObject(networkFile));
}
/// <summary>
/// Initializes a new instance of the <see cref="DeepRLAgentParameters"/> class.
/// </summary>
public DeepRLAgentParameters()
{
eGreedyProbability = 0.1;
InOutStrategy = 0.33;
MiniBatchSize = 50;
DiscountFactor = 0.8;
LearningRate = 0.3;
MemoryReplaySize = 500;
QNetwork = new QNetworkParameters();
Decisions = new List <OnDayComplete>();
}
/// <summary>
/// Initializes a new instance of the <see cref="QNetwork"/> class.
/// </summary>
public QNetwork(Action <QNetworkParameters> initializer = null)
{
Parameters = new QNetworkParameters();
initializer?.Invoke(Parameters);
InitializeNetwork();
}