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");
}
private void button1_Click(object sender, EventArgs e)
{
tableLayoutPanelGamePanel.Controls.Clear();
MCTSLogic = new Mcts(TimeToProcess, ExplorationFactor);
string filePath = Path.Combine(Directory.GetCurrentDirectory(), "data.xml");
MCTSLogic.LoadFromXml(filePath);
RestartGameState();
if (!IsPlayerStarting)
{
var move = MCTSLogic.GenerateMove();
MCTSLogic.MakeMove(move);
tableLayoutPanelGamePanel.Refresh();
}
}
