static void ChxMonteCarloTrain()
{
using (StreamWriter fs = new StreamWriter(Path.Combine(@"\\GMRDC1\Folder Redirection\Ryan.Alameddine\Documents\Visual Studio 2017\Projects\NeuralNet\MiniMaxTree\MiniMaxTree\bin\Debug\netcoreapp2.1", "CHX.txt"), true))
{
Random rand = new Random();
for (int i = 0; i < 10000; i++)
{
CheckersGS gs = new CheckersGS();
gs.Xer = rand.Next(0, 2) == 1;
int xCount = rand.Next(1, 13);
int oCount = rand.Next(1, 13);
for (int x = 0; x < xCount; x++)
{
int f = rand.Next(0, 32) * 2;
if (f % 16 < 8)
{
f++;
}
if (gs.marks[f] != '\0')
{
x--;
continue;
}
else
{
if (rand.Next(0, 10) == 0)
{
gs.marks[f] = 'X';
}
else
{
gs.marks[f] = 'x';
}
}
}
for (int o = 0; o < oCount; o++)
{
int f = rand.Next(0, 32) * 2;
if (f % 16 < 8)
{
f++;
}
if (gs.marks[f] != '\0')
{
o--;
continue;
}
else
{
if (rand.Next(0, 10) == 0)
{
gs.marks[f] = 'O';
}
else
{
gs.marks[f] = 'o';
}
}
}
var node = new MiniMaxNode <CheckersGS>(gs);
Console.SetCursorPosition(0, 0);
gs.ConsoleWrite();
Console.WriteLine(i);
CheckersGM.MonteCarlo(node, gs.Xer);
string ln = node.Value + ":" + gs.ToCompact();
fs.WriteLine(ln);
fs.Flush();
}
}
//File.AppendAllLines("", lines);
}
static void Chx()
{
CheckersGM manager = new CheckersGM();
MiniMaxTree <CheckersGS> C4Tree = new MiniMaxTree <CheckersGS>(manager, false, new CheckersGS(true));
string path = Path.Combine(AppDomain.CurrentDomain.BaseDirectory, "trained.json");
manager.monteNet = JsonConvert.DeserializeObject <NeuralNetwork.NeuralNetwork>(File.ReadAllText(path));
while (!C4Tree.Root.gameState.gameFinished)
{
Console.SetCursorPosition(0, 0);
C4Tree.Root.gameState.ConsoleWrite();
ReadOnlySpan <char> charStore = stackalloc char[] { Console.ReadKey().KeyChar };
int input = int.Parse(charStore);
int x = input - 1;
charStore = stackalloc char[] { Console.ReadKey().KeyChar };
input = int.Parse(charStore);
int y = input - 1;
charStore = stackalloc char[] { Console.ReadKey().KeyChar };
input = int.Parse(charStore);
CheckersGS currentGS = C4Tree.Root.gameState;
(int x, int y)d = (0, 0);
if (input == 9)
{
d = (1, 1);
}
else if (input == 7)
{
d = (-1, 1);
}
else if (input == 1)
{
d = (-1, -1);
}
else if (input == 3)
{
d = (1, -1);
}
if (currentGS.marks[x + d.x, y + d.y] == '\0')
{
currentGS.marks[x + d.x, y + d.y] = currentGS.marks[x, y];
currentGS.marks[x, y] = '\0';
}
else
{
currentGS.marks[x + d.x, y + d.y] = '\0';
currentGS.marks[x + d.x + d.x, y + d.y + d.y] = currentGS.marks[x, y];
currentGS.marks[x, y] = '\0';
}
List <MiniMaxNode <CheckersGS> > leafList = new List <MiniMaxNode <CheckersGS> >();
manager.GenerateTree(C4Tree.Root, true, 6);
Console.Clear();
manager.AlphaBetaMonteCarlo(C4Tree.Root, true);
manager.CalculateTree(C4Tree.Root, true);
if (C4Tree.Root.children.Length != 0)
{
int i = 0;
for (; C4Tree.Root.children[i].Value != C4Tree.Root.Value; i++)
{
;
}
C4Tree.Root = C4Tree.Root.children[i];
C4Tree.Root.pruned = false;
}
}
Console.Clear();
C4Tree.Root.gameState.ConsoleWrite();
}
}