public static void MonteCarloTreeSearchCompareAITestCheckAll()
{
string log = "";
DateTime start = DateTime.Now;
int overallWins = 0;
int overallGames = 0;
CardSetsModel cardSets = new CardSetsModel(GameSets.Any);
foreach (CardSetGroup group in cardSets.CardSetGroups)
{
foreach (CardSetViewModel cardSet in group.CardSets)
{
Kingdom kingdom = new Kingdom(cardSet.CardSet.CardCollection, null, cardSet.CardSet.BaneCard, GameSets.Any, 2, CardUseType.DoNotUse, CardUseType.DoNotUse, StartingHandType.FourThreeSplit);
Console.WriteLine("start train");
BuyListTrainer trainer = new BuyListTrainer(kingdom, true);
BuyListTrainer.GamesPerMatchup = 4;
BuyListTrainer.MaxChallengerCount = 15;
BuyListTrainer.MaxLeaderCount = 3;
List<BuyListEntry> best = trainer.Train(8);
BuyList buyList2 = best.Last().BuyList;
Console.WriteLine("end train");
int wins = 0;
int ties = 0;
int games = 0;
while(games < 2560)
{
GameModel gameModel = new GameModel();
BuyListAIStrategy player1 = new BuyListAIStrategy(gameModel);
player1.BuyList = buyList2.Clone();
player1.UseSearch = true;
player1.SearchThreshold = 0.05;
//player1.SearchThreshold = 1.0;
player1.SearchNodes = 320;
player1.SearchKeepsHandInfo = true;
BuyListAIStrategy player2 = new BuyListAIStrategy(gameModel);
player2.BuyList = buyList2.Clone();
Player p1 = new Player("player1", player1, gameModel);
Player p2 = new Player("player2", player2, gameModel);
gameModel.Players.Add(p1);
gameModel.Players.Add(p2);
gameModel.InitializeGameState(kingdom, games % 2);
using (gameModel.TextLog.SuppressLogging())
{
gameModel.PlayGame();
}
if (gameModel.Result.Winners.Count == 2)
{
ties++;
games++;
}
else if (gameModel.Result.Winners.Contains(p1) && !gameModel.Result.Winners.Contains(p2))
{
wins++;
games++;
}
else if (gameModel.Result.Winners.Contains(p2) && !gameModel.Result.Winners.Contains(p1))
{
games++;
}
}
DateTime end2 = DateTime.Now;
Console.WriteLine((end2 - start).TotalSeconds + " seconds");
double ratio = wins / (double)(games-ties);
Console.WriteLine(Log.FormatSortedCards(cardSet.CardSet.CardCollection));
Console.WriteLine(buyList2.ToString());
Console.WriteLine(wins + " / " + games);
Console.WriteLine((wins +ties) + " / " + games);
Console.WriteLine(ratio);
Console.WriteLine();
log += Log.FormatSortedCards(cardSet.CardSet.CardCollection);
log += buyList2.ToString();
log += wins + " / " + games;
log += ratio;
log += Environment.NewLine;
overallWins += wins;
overallGames += games;
}
}
double overallRatio = overallWins / (double)overallGames;
Console.WriteLine(overallWins + " / " + overallGames);
Console.WriteLine(overallRatio);
log += overallWins + " / " + overallGames;
log += overallRatio;
DateTime end = DateTime.Now;
Console.WriteLine((end - start).TotalSeconds + " seconds");
File.WriteAllText("output.txt", log);
}
public static void PerfTest()
{
Randomizer.SetRandomSeed(123456789);
int games = 0;
DateTime start = DateTime.Now;
CardSetsModel cardSets = new CardSetsModel(GameSets.Any);
foreach (CardSetGroup group in cardSets.CardSetGroups)
{
foreach(CardSetViewModel cardSet in group.CardSets)
{
for (int k = 0; k < 800; k++)
{
games++;
GameModel model = new GameModel();
using (model.TextLog.SuppressLogging())
{
BuyList list = new BuyList();
list.DuchyBuyThreshold = 5;
list.EstateBuyThreshold = 3;
list.List.Add(new BuyListItem(typeof(Gold), 99));
foreach (CardModel card in cardSet.CardSet.CardCollection)
{
list.List.Add(new BuyListItem(card.GetType(), 1));
}
list.List.Add(new BuyListItem(typeof(Silver), 99));
BuyListAIStrategy player1 = new BuyListAIStrategy(model);
player1.BuyList = list;
BuyListAIStrategy player2 = new BuyListAIStrategy(model);
player2.BuyList = list;
Player p1 = new Player("player1", player1, model);
Player p2 = new Player("player2", player2, model);
model.Players.Add(p1);
model.Players.Add(p2);
Kingdom kingdom = new Kingdom(cardSet.CardSet.CardCollection, null, GameSets.Any, 2);
model.InitializeGameState(kingdom);
model.PlayGame(100);
}
}
}
}
TimeSpan elapsed = DateTime.Now - start;
Console.WriteLine("total time = " + elapsed.TotalSeconds);
Console.WriteLine("Total games = " + games);
Console.WriteLine("games / sec = " + (games / elapsed.TotalSeconds));
}
public static void TuneAllDefaultSets()
{
Randomizer.SetRandomSeed(123456789);
CardSetsModel cardSets = new CardSetsModel(GameSets.Any);
foreach (CardSetGroup group in cardSets.CardSetGroups)
{
foreach (CardSetViewModel cardSet in group.CardSets)
{
Kingdom kingdom = new Kingdom(cardSet.CardSet.CardCollection, null, cardSet.CardSet.BaneCard, GameSets.Any, 2, CardUseType.DoNotUse, CardUseType.DoNotUse, StartingHandType.FourThreeSplit);
BuyListTrainer trainer = new BuyListTrainer(kingdom, true);
List<BuyListEntry> winners = trainer.Train(32, Console.Out);
Console.WriteLine(winners.Last().BuyList.ToString());
}
}
}