/*
* static private void showPolicy(Net.Net n)
* {
* Console.Write(" ");
* var pol = new NNBasicStrategy(n, 1.0);
* for (int d = 2; d <= 11; d++)
* {
* Console.Write(d + " ");
* }
* Console.WriteLine();
* //Try each possible input and get the output.
* for (int p = 21; p >= 4; p--)
* {
* if(p >= 10)
* Console.Write(p + " ");
* else
* Console.Write(p + " ");
* for (int d = 2; d <= 11; d++)
* {
* Hand pH = new Hand();
* Hand dH = new Hand();
* pH.addCards(p);
* dH.addCards(d);
* //var a = pol.choosePlayerAction(pH, dH, deck);
* Console.Write(a + " ");
* }
* Console.WriteLine();
* }
*
* //do for soft totals
* Console.WriteLine();
* Console.WriteLine("------ SOFTS ------");
*
* for (int p = 2; p <= 9; p++)
* {
* Console.Write(p + " ");
* for (int d = 2; d <= 11; d++)
* {
* Hand pH = new Hand();
* Hand dH = new Hand();
* pH.addCards(11);
* pH.addCards(p);
* dH.addCards(d);
* // var a = pol.choosePlayerAction(pH, dH);
* Console.Write(a + " ");
* }
* Console.WriteLine();
* }
*
* }
*/
/*
* private static double simpleBasicStrategy(int numOfHands)
* {
* var ret = new List<double>();
* int totalHandsPlayed;
* double winLoss = 0.0; //-1 for loss, +1 for win. +1.5 for blackjack. 0 for draw
* var policy = new BasicStrategy();
* //do each hand
* Deck deck = new Deck(6);
* deck.shuffleCards();
* for (totalHandsPlayed = 0; totalHandsPlayed < numOfHands; totalHandsPlayed++)
* {
* if (deck.isDeckFinished())
* {
* deck = new Deck(6);
* deck.shuffleCards();
* }
*
* //decide bet
* var trueCount = deck.getTrueCount();
* var bet = 1.0;
* if (trueCount > 2)
* bet = 10.0;
*
* Hand playerHand = new Hand();
* Hand dealerHand = new Hand();
* //deal initial cards
* playerHand.addCards(deck.getCard());
* dealerHand.addCards(deck.getCard());
* playerHand.addCards(deck.getCard());
* dealerHand.addCards(deck.getCard());
* playHandBasic(ref deck, playerHand, ref dealerHand, ref policy, ref winLoss, bet);
* }
* var x = winLoss / (numOfHands);
* return x;
* }
*/
private static double ccBasicStrategy(Net.Net bettingNet, int numOfHands, double eps, ref Deck deck, bool isTraining = false)
{
int totalHandsPlayed;
double winLoss = 0.0; //-1 for loss, +1 for win. +1.5 for blackjack. 0 for draw
var policy = new BasicStrategy();
var bettingPolicy = new NNBettingStrategy(bettingNet, eps);
//do each hand
for (totalHandsPlayed = 0; totalHandsPlayed < numOfHands; totalHandsPlayed++)
{
if (deck.isDeckFinished())
{
deck = new Deck(6);
deck.shuffleCards();
}
//figure out bet
var bet = 1.0f;
var actionTaken = bettingPolicy.chooseBet(deck);
if (actionTaken == 1)
{
bet = 5.0f;
}
if (actionTaken == 2)
{
bet = 10.0f;
}
Hand playerHand = new Hand();
Hand dealerHand = new Hand();
//deal initial cards
playerHand.addCards(deck.getCard());
dealerHand.addCards(deck.getCard());
playerHand.addCards(deck.getCard());
dealerHand.addCards(deck.getCard());
var winBefore = winLoss;
var winAfter = winLoss;
var diff = winAfter - winBefore;
var reward = playHandBasic(ref deck, playerHand, ref dealerHand, ref policy, ref winLoss);
reward = reward * bet;
if (isTraining)
{
bettingPolicy.runBackwards(reward, actionTaken);
}
diff = (bet * diff) - diff;
winLoss += diff;
}
var x = winLoss / (numOfHands);
return(x);
}
private static double NNCountingBasicStrategy(Net.Net playingNet, Net.Net bettingNet, int numOfHands, double eps, ref Deck deck, bool isTraining = false)
{
int totalHandsPlayed;
double winLoss = 0.0; //-1 for loss, +1 for win. +1.5 for blackjack. 0 for draw
//input, playersVal (17), dealersVal(10), playerHasAce(1)
var playingPolicy = new NNBasicStrategy(playingNet, 1.0);//fixed policy for playing
var bettingPolicy = new NNBettingStrategy(bettingNet, eps);
//do each hand
for (totalHandsPlayed = 0; totalHandsPlayed < numOfHands; totalHandsPlayed++)
{
//figure out bet
var bet = 1.0f;
var actionTaken = bettingPolicy.chooseBet(deck);
if (actionTaken == 1)
{
bet = 5.0f;
}
if (actionTaken == 2)
{
bet = 10.0f;
}
if (deck.isDeckFinished())
{
deck = new Deck(6);
deck.shuffleCards();
}
Hand playerHand = new Hand();
Hand dealerHand = new Hand();
//deal initial cards
playerHand.addCards(deck.getCard());
dealerHand.addCards(deck.getCard());
playerHand.addCards(deck.getCard());
dealerHand.addCards(deck.getCard());
var reward = playHand(ref deck, playerHand, ref dealerHand, ref playingPolicy, ref winLoss, isTraining);
reward = reward * bet;
bettingPolicy.runBackwards(reward, actionTaken);
}
var x = winLoss / (1.0 * numOfHands);
return(x);
}
private static double NNCountingBasicStrategy(Net.Net playingNet, Net.Net bettingNet, int numOfHands, double eps, ref Deck deck, bool isTraining = false)
{
int totalHandsPlayed;
double winLoss = 0.0; //-1 for loss, +1 for win. +1.5 for blackjack. 0 for draw
//input, playersVal (17), dealersVal(10), playerHasAce(1)
var playingPolicy = new NNBasicStrategy(playingNet, 1.0);//fixed policy for playing
var bettingPolicy = new NNBettingStrategy(bettingNet, eps);
//do each hand
for (totalHandsPlayed = 0; totalHandsPlayed < numOfHands; totalHandsPlayed++)
{
//figure out bet
var bet = 1.0f;
var actionTaken = bettingPolicy.chooseBet(deck);
if (actionTaken == 1)
bet = 5.0f;
if (actionTaken == 2)
bet = 10.0f;
if (deck.isDeckFinished())
{
deck = new Deck(6);
deck.shuffleCards();
}
Hand playerHand = new Hand();
Hand dealerHand = new Hand();
//deal initial cards
playerHand.addCards(deck.getCard());
dealerHand.addCards(deck.getCard());
playerHand.addCards(deck.getCard());
dealerHand.addCards(deck.getCard());
var reward = playHand(ref deck, playerHand, ref dealerHand, ref playingPolicy, ref winLoss, isTraining);
reward = reward * bet;
bettingPolicy.runBackwards(reward, actionTaken);
}
var x = winLoss / (1.0 * numOfHands);
return x;
}
/*
static private void showPolicy(Net.Net n)
{
Console.Write(" ");
var pol = new NNBasicStrategy(n, 1.0);
for (int d = 2; d <= 11; d++)
{
Console.Write(d + " ");
}
Console.WriteLine();
//Try each possible input and get the output.
for (int p = 21; p >= 4; p--)
{
if(p >= 10)
Console.Write(p + " ");
else
Console.Write(p + " ");
for (int d = 2; d <= 11; d++)
{
Hand pH = new Hand();
Hand dH = new Hand();
pH.addCards(p);
dH.addCards(d);
//var a = pol.choosePlayerAction(pH, dH, deck);
Console.Write(a + " ");
}
Console.WriteLine();
}
//do for soft totals
Console.WriteLine();
Console.WriteLine("------ SOFTS ------");
for (int p = 2; p <= 9; p++)
{
Console.Write(p + " ");
for (int d = 2; d <= 11; d++)
{
Hand pH = new Hand();
Hand dH = new Hand();
pH.addCards(11);
pH.addCards(p);
dH.addCards(d);
// var a = pol.choosePlayerAction(pH, dH);
Console.Write(a + " ");
}
Console.WriteLine();
}
}
*/
/*
private static double simpleBasicStrategy(int numOfHands)
{
var ret = new List<double>();
int totalHandsPlayed;
double winLoss = 0.0; //-1 for loss, +1 for win. +1.5 for blackjack. 0 for draw
var policy = new BasicStrategy();
//do each hand
Deck deck = new Deck(6);
deck.shuffleCards();
for (totalHandsPlayed = 0; totalHandsPlayed < numOfHands; totalHandsPlayed++)
{
if (deck.isDeckFinished())
{
deck = new Deck(6);
deck.shuffleCards();
}
//decide bet
var trueCount = deck.getTrueCount();
var bet = 1.0;
if (trueCount > 2)
bet = 10.0;
Hand playerHand = new Hand();
Hand dealerHand = new Hand();
//deal initial cards
playerHand.addCards(deck.getCard());
dealerHand.addCards(deck.getCard());
playerHand.addCards(deck.getCard());
dealerHand.addCards(deck.getCard());
playHandBasic(ref deck, playerHand, ref dealerHand, ref policy, ref winLoss, bet);
}
var x = winLoss / (numOfHands);
return x;
}
*/
private static double ccBasicStrategy(Net.Net bettingNet, int numOfHands, double eps, ref Deck deck, bool isTraining = false)
{
int totalHandsPlayed;
double winLoss = 0.0; //-1 for loss, +1 for win. +1.5 for blackjack. 0 for draw
var policy = new BasicStrategy();
var bettingPolicy = new NNBettingStrategy(bettingNet, eps);
//do each hand
for (totalHandsPlayed = 0; totalHandsPlayed < numOfHands; totalHandsPlayed++)
{
if (deck.isDeckFinished())
{
deck = new Deck(6);
deck.shuffleCards();
}
//figure out bet
var bet = 1.0f;
var actionTaken = bettingPolicy.chooseBet(deck);
if (actionTaken == 1)
bet = 5.0f;
if (actionTaken == 2)
bet = 10.0f;
Hand playerHand = new Hand();
Hand dealerHand = new Hand();
//deal initial cards
playerHand.addCards(deck.getCard());
dealerHand.addCards(deck.getCard());
playerHand.addCards(deck.getCard());
dealerHand.addCards(deck.getCard());
var winBefore = winLoss;
var winAfter = winLoss;
var diff = winAfter - winBefore;
var reward = playHandBasic(ref deck, playerHand, ref dealerHand, ref policy, ref winLoss);
reward = reward * bet;
if(isTraining )
bettingPolicy.runBackwards(reward, actionTaken);
diff = (bet * diff) - diff;
winLoss += diff;
}
var x = winLoss / (numOfHands);
return x;
}