int GameNNTrainToWin(NeuralNetwork neuralNetwork, List <Card> deck)
{
List <Player> Players = new List <Player>();
Players.Add(new Player(1, true));
Players.Add(new Player(2, false));
Players[0].Leading = true; //Set Player One to lead trick
//Apply Neural Network Weights to Deck
NNDecideCard.ApplyWeightsToCards(neuralNetwork, deck);
Decision.SetTrumps(deck, 3); //Set Spades as Trump
Deal.DealToPlayersNN(Players, deck);
Decision.DecideBids(Players);
//Train To Win Set Bid to 10
Players[0].Bid = 10;
//Record Player 1 Hand
HandRecord handRecord = Record.RecordHandInit(Players.FirstOrDefault(x => x.ID == 1));
//State that player 1 should use Neural Network
Players.FirstOrDefault(x => x.ID == 1).UseNN = true;
//Write out bids
//WriteBids(Players);
//Write out Hands
//WriteHands(Players);
for (int i = 1; i < 11; i++)
{
//Console.WriteLine("Game " + i);
//Set NN player to always lead for better training
Players.FirstOrDefault(p => p.UseNN == true).Leading = true;
Decision.DecideCardToPlayNN(Players, neuralNetwork);
Decision.PlayCardNN(Players, false);
}
return(Players.FirstOrDefault(x => x.ID == 1).Wins);
}
public static void WriteHandResult(HandRecord handRecord)
{
var csv = new StringBuilder();
var newLine = string.Format("{0},{1},{2},{3},{4}", handRecord.Bid, handRecord.NumberOfTrumpCards, handRecord.TotalValue, handRecord.NumberOfAces, handRecord.NumberOfTwos);
csv.AppendLine(newLine);
//after your loop
if (handRecord.GameWon == 1)
{
File.AppendAllText("Z:\\Repos\\ContractWhist\\ContractWhist\\Writer\\HandRecord.csv", csv.ToString());
}
}
public static void WriteHandResult(HandRecord handRecord)
{
var csv = new StringBuilder();
var newLine = string.Format("{0},{1},{2},{3},{4},{5},{6},{7},{8},{9},{10}", handRecord.Bid, handRecord.NumberOfTrumpCards, handRecord.ValueOfTrumpCards, handRecord.ValueOfNonTrumpCards, handRecord.NumberOfAces, handRecord.NumberOfTwos, Math.Round(handRecord.StdDevOfNonTrump, 3).ToString(), handRecord.Mean, handRecord.MeanNonTrump, handRecord.MeanTrump, handRecord.CardsInHand);
csv.AppendLine(newLine);
//after your loop
if (handRecord.GameWon == 1)
{
File.AppendAllText("Z:\\Repos\\ContractWhist\\ContractWhist\\Writer\\HandRecord.csv", csv.ToString());
}
}
public static HandRecord RecordHandInit(Player player)
{
HandRecord hr = new HandRecord();
hr.Bid = player.Bid;
hr.CardsInHand = player.HandSeperatedString();
hr.TotalValue = player.SumValue();
hr.NumberOfTrumpCards = player.NumberOfTrumpCards();
hr.NumberOfAces = player.NumberOfValueCard(14);
hr.NumberOfTwos = player.NumberOfValueCard(2);
hr.GameWon = 0;
return(hr);
}
static void Game()
{
List <Player> Players = new List <Player>();
Players.Add(new Player(1, true));
Players.Add(new Player(2, false));
Players[0].Leading = true; //Set Player One to lead trick
List <Card> deck = Deal.CreateDeck();
Decision.SetTrumps(deck, 3); //Set Spades as Trump
Deal.DealToPlayers(Players, deck);
Decision.DecideBids(Players);
//Record Player 1 Hand
HandRecord handRecord = Record.RecordHandInit(Players.FirstOrDefault(x => x.ID == 1));
//Write out bids
foreach (Player player in Players)
{
Console.WriteLine("Player: " + player.ID + " Bid: " + player.Bid);
}
//Write out Hands
foreach (Player player in Players)
{
Console.WriteLine("Player " + player.ID + " Hand:");
List <Card> OrderedHand = player.Hand.OrderBy(x => x.Value).OrderBy(x => x.suit.ID).ToList();
foreach (Card card in OrderedHand)
{
Console.WriteLine("Card ID: " + card.ID + " Card Value: " + card.ValueName + " of " + card.suit.SuitName);
}
Console.WriteLine("");
}
for (int i = 1; i < 11; i++)
{
Console.WriteLine("Game " + i);
Decision.DecideCardToPlay(Players);
Decision.PlayCard(Players);
}
//Work out wins
foreach (Player player in Players)
{
Console.WriteLine("Player Wins: " + player.Wins + " Bid: " + player.Bid);
}
//Record if PlayerOne was successful
if (Players.FirstOrDefault(x => x.ID == 1).Wins == Players.FirstOrDefault(x => x.ID == 1).Bid)
{
handRecord.GameWon = 1;
}
CSVWriter.WriteHandResult(handRecord);
}
public static HandRecord RecordHandInit(Player player)
{
HandRecord hr = new HandRecord();
hr.Bid = player.Bid;
hr.CardsInHand = player.HandSeperatedString();
hr.TotalValue = player.SumValue();
hr.Mean = player.Mean();
hr.NumberOfTrumpCards = player.NumberOfTrumpCards();
hr.NumberOfAces = player.NumberOfValueCard(14);
hr.NumberOfTwos = player.NumberOfValueCard(2);
hr.ValueOfTrumpCards = player.SumValueConsideringTrump(true);
hr.ValueOfNonTrumpCards = player.SumValueConsideringTrump(false);
hr.StdDevOfNonTrump = player.StdDevConsideringTrump(false);
hr.MeanNonTrump = player.MeanConsideringTrump(false);
hr.MeanTrump = player.MeanConsideringTrump(true);
hr.GameWon = 0;
return(hr);
}
int Game()
{
List <Player> Players = new List <Player>();
Players.Add(new Player(1, true));
Players.Add(new Player(2, false));
Players[0].Leading = true; //Set Player One to lead trick
List <Card> deck = Deal.CreateDeck();
Decision.SetTrumps(deck, 3); //Set Spades as Trump
Deal.DealToPlayers(Players, deck);
Decision.DecideBids(Players);
//Record Player 1 Hand
HandRecord handRecord = Record.RecordHandInit(Players.FirstOrDefault(x => x.ID == 1));
//Write out bids
WriteBids(Players);
//Write out Hands
WriteHands(Players);
for (int i = 1; i < 11; i++)
{
Console.WriteLine("Game " + i);
Decision.DecideCardToPlay(Players);
Decision.PlayCard(Players, true);
}
//Work out wins
foreach (Player player in Players)
{
Console.WriteLine("Player Wins: " + player.Wins + " Bid: " + player.Bid);
}
//Record if PlayerOne was successful
if (Players.FirstOrDefault(x => x.ID == 1).Wins == Players.FirstOrDefault(x => x.ID == 1).Bid)
{
handRecord.GameWon = 1;
}
CSVWriter.WriteHandResult(handRecord);
return(handRecord.GameWon);
}