private double run2048(Genome genome)
{
_2048 = new game2048();
_2048.initGame();
while (_2048.state == game2048.GameState.Playing)
{
double[] inputs = new double[16];
inputs = _2048.getInputs();
double[] ans = genome.calculateMove(inputs);
game2048.Direction move;
if (ans[0] < 0.25)
{
move = game2048.Direction.Down;
}
else if (ans[0] < 0.50)
{
move = game2048.Direction.Up;
}
else if (ans[0] < 0.75)
{
move = game2048.Direction.Left;
}
else
{
move = game2048.Direction.Right;
}
_2048.moveTiles(move);
}
return(_2048.score);
}
private void demo2048(Genome genome)
{
InfoManager.clearLine();
_2048 = new game2048();
_2048.background = false;
_2048.initGame();
_2048.background = false;
_2048.StartPosition = FormStartPosition.CenterScreen;
_2048.Show();
String moves = "";
while (_2048.state == game2048.GameState.Playing)
{
double[] inputs = new double[16];
inputs = _2048.getInputs();
double[] ans = genome.calculateMove(inputs);
game2048.Direction move;
if (ans[0] < 0.25)
{
move = game2048.Direction.Down;
}
else if (ans[0] < 0.50)
{
move = game2048.Direction.Up;
}
else if (ans[0] < 0.75)
{
move = game2048.Direction.Left;
}
else
{
move = game2048.Direction.Right;
}
_2048.moveTiles(move);
moves += ((string)move.ToString())[0];
Console.WriteLine(move);
_2048.Refresh();
Thread.Sleep(1000 / 2);
}
InfoManager.addLine("Genome ran with a fitness score of " + _2048.score);
InfoManager.addLine("Moves made: " + moves);
}
