public static void LearnTheAgent(int timeInMs, double expFactor, string firstXml)
{
var masterMcts = new Mcts(timeInMs, expFactor);
var weakerMcts = new Mcts(timeInMs, expFactor);
masterMcts.LoadFromXml(firstXml);
var tempFile = string.Empty;
var masterWins = 0;
for (int i = 0; i < 100; i++)
{
tempFile = $"temp{i}.xml";
masterMcts.SaveToXml(tempFile);
if (SimulateGame(masterMcts, weakerMcts) == GameState.Player1Win)
{
masterWins += 1;
}
masterMcts.BackToRoot();
weakerMcts.LoadFromXml(tempFile);
}
File.WriteAllText("LearningResult.txt", $"Master won {masterWins} times");
}