public void InterpretOutputs(bool whiteTurn)
{
// Currently using output sensitivity of 100, might make this lower in the future
if (outputs[outputs.Count - 1] >= 100)
{
int highestActivation = 0;
int secondHighestActivation = 0;
int highestNeuronPosition = 0;
int secondhighestNeuronPosition = 0;
for (int i = outputs.Count - 4; i < outputs.Count; i++)
{
if (outputs[i] > highestActivation)
{
highestActivation = outputs[i];
highestNeuronPosition = i;
}
}
chessManager.board.promotePawnTo(highestNeuronPosition - outputs.Count - 4);
highestActivation = 0;
highestNeuronPosition = 0;
Field highestField;
Field secondHighestField;
for (int i = 0; i < outputs.Count - 5; i++)
{
if (outputs[i] > highestActivation)
{
secondHighestActivation = highestActivation;
highestActivation = outputs[i];
secondhighestNeuronPosition = highestNeuronPosition;
highestNeuronPosition = i;
}
else if (outputs[i] > secondHighestActivation)
{
secondHighestActivation = outputs[i];
secondhighestNeuronPosition = i;
}
}
int tempHighest = highestNeuronPosition;
int tempSecond = secondhighestNeuronPosition;
int row = tempHighest / 8;
int column = tempHighest % 8;
highestField = chessManager.board.gameBoard[column, row];
row = tempSecond / 8;
column = tempSecond % 8;
secondHighestField = chessManager.board.gameBoard[column, row];
if (highestField.piece != null)
{
if (highestField.piece.colorIsWhite == whiteTurn)
{
if (!chessManager.movingPiece)
{
chessManager.MoveHelper(whiteTurn, highestField.position, secondHighestField.position);
}
}
else
{
if (!chessManager.movingPiece)
{
chessManager.MoveHelper(whiteTurn, highestField.position, secondHighestField.position);
}
}
}
else
{
if (!chessManager.movingPiece)
{
chessManager.MoveHelper(whiteTurn, highestField.position, secondHighestField.position);
}
}
}
}
