public override PlayerAction Play(Tank tank)
{
Matrix[] theta = new Matrix[2] {
theta1, theta2
};
NeuralNetworkClassifier mc = new NeuralNetworkClassifier(theta);
mc.Theta = theta;
var x = FeatureGenerator.CollectFeatures(tank, map, Opponent);
var resultIndex = (int)mc.Predict(x);
switch (resultIndex)
{
case 0:
return(PlayerActionHelper.GetAttackAction(tank));
case 1:
return(PlayerActionHelper.GetForwardAction(tank));
case 2:
return(PlayerActionHelper.GetTurnToAction(tank, Direction.Up));
case 3:
return(PlayerActionHelper.GetTurnToAction(tank, Direction.Right));
case 4:
return(PlayerActionHelper.GetTurnToAction(tank, Direction.Down));
case 5:
return(PlayerActionHelper.GetTurnToAction(tank, Direction.Left));
default:
return(PlayerActionHelper.GetForwardAction(tank));
}
}
public override PlayerAction Play(Tank tank)
{
//var theta =
MultiLogisticClassifier mc = new MultiLogisticClassifier(40, 6);
mc.Theta = theta;
var x = FeatureGenerator.CollectFeatures(tank, map, Opponent);
var predict = mc.Predict(x);
int resultIndex = 0;
for (int i = 0; i < predict.Length; i++)
{
if (predict[i] == 1)
{
resultIndex = i;
break;
}
}
switch (resultIndex)
{
case 0:
return(PlayerActionHelper.GetAttackAction(tank));
case 1:
return(PlayerActionHelper.GetForwardAction(tank));
case 2:
return(PlayerActionHelper.GetTurnToAction(tank, Direction.Up));
case 3:
return(PlayerActionHelper.GetTurnToAction(tank, Direction.Right));
case 4:
return(PlayerActionHelper.GetTurnToAction(tank, Direction.Down));
case 5:
return(PlayerActionHelper.GetTurnToAction(tank, Direction.Left));
default:
return(PlayerActionHelper.GetForwardAction(tank));
}
}
