public Weapon GetNextWeaponChoice()
{
if (currentDrawStreak == 0)
{
return((Weapon)rand.Next(3));
}
var outputs = network.Forward(new double[1, 5] {
{ currentDrawStreak / 5, MyWinsLeft / 1000, EnemyWinsLeft / 1000, DynamiteLeft / 100, EnemyDynamiteLeft / 100 }
});
var probs = new probVector(outputs[0, 0], outputs[0, 1], outputs[0, 2]);
probs = probs.Normalise();
var weaponChoice = rand.NextDouble();
if (weaponChoice < probs.watProb)
{
if (EnemyDynamiteLeft > 0)
{
return(Weapon.WaterBallon);
}
}
if (weaponChoice < probs.watProb + probs.dynProb)
{
if (DynamiteLeft > 0)
{
return(Weapon.Dynamite);
}
}
return((Weapon)rand.Next(3));// returns rock, paper, scissors randomly.
}