public void ExportGradients()
{
/*FilteredValue<int[], int[]>*/ ContextSwitchValue <int[], int[]> av = (ContextSwitchValue <int[], int[]>)agent._actionValue;
for (int mapNum = 0; mapNum < av.models.Count; mapNum++)
{
System.IO.StreamWriter valWriter = new System.IO.StreamWriter("C:\\Users\\Eric\\Desktop\\gradientsVal" + mapNum + ".csv");
for (int i = 0; i < map.GetLength(0); i++)
{
double[] thisXLine = new double[map.GetLength(1)];
double[] thisYLine = new double[map.GetLength(1)];
double[] thisValLine = new double[map.GetLength(1)];
for (int j = 0; j < map.GetLength(1); j++)
{
double[] actionVals = av.models[mapNum].models[0].value(new int[2] {
i, j
}, availableActions);
thisXLine[j] = actionVals[2] - actionVals[0];
thisYLine[j] = actionVals[3] - actionVals[1];
thisValLine[j] = actionVals.Max();
}
valWriter.WriteLine(string.Join(",", thisValLine));
}
valWriter.Flush(); valWriter.Close();
}
}
private void saveButton_Click(object sender, EventArgs e)
{
ContextSwitchValue <int[], int[]> mdl = (ContextSwitchValue <int[], int[]>)((Agent <int[], int[]>)agent)._actionValue;
IFormatter formatter = new BinaryFormatter();
Stream stream = new FileStream("savedModel.mdl", FileMode.Create, FileAccess.Write, FileShare.None);
formatter.Serialize(stream, mdl);
stream.Close();
}
