public NeuralThinker(IEnumerable<GameStateMoveAction> moves,
IEnumerable<GameStateDoubleAction> doubles,
IEnumerable<GameStateResignAction> resigns,
IEnumerable<GameStateTurnAction> turns)
{
GnuBgHintModule gnubg = new GnuBgHintModule(@"gnubg/ipoint.exe");
gnubg.Initialize();
foreach (GameStateMoveAction gsma in moves)
{
List<PlayHint> hints = gnubg.PlayHint(gsma.Original, 500);
this.moves.Add(new KeyValuePair<GameStateAction, Vector>(gsma, ToMoveInput(gsma, hints)));
}
foreach (GameStateDoubleAction gsda in doubles)
{
DoubleResponseHint hint = gnubg.DoubleResponseHint(gsda.GameState);
//Vector vector = new Vector(hint.TakeEq, hint.PassEq, System.Math.Abs(hint.PassEq - hint.TakeEq));
this.doubles.Add(new KeyValuePair<GameStateAction, Vector>(gsda, ToDoubleInput(gsda.GameState, hint)));
}
foreach (GameStateResignAction gsra in resigns)
{
ResignResponseHint hint = gnubg.ResignResponseHint(gsra.GameState);
Vector vector = new Vector();
this.resigns.Add(new KeyValuePair<GameStateAction, Vector>(gsra, vector));
}
foreach (GameStateTurnAction gsta in turns)
{
DoubleHint hint = null;
if (gsta.GameState.CanDouble())
hint = gnubg.DoubleHint(gsta.GameState);
this.turns.Add(new KeyValuePair<GameStateAction, Vector>(gsta, ToTurnInput(gsta.GameState, hint)));
}
random.Next();
random.Next();
}
public static double ComputeDistance(Vector v1, Vector v2)
{
double distance = 0.0;
double diff = 0.0;
for (int i = 0; i < v1.inputs.Length; i++)
{
diff = v1[i] - v2[i];
distance += diff * diff;
}
return System.Math.Sqrt(distance);
}
private Vector ToTurnInput(GameState gs, DoubleHint hint)
{
double ratio = 0.0;
Vector vector = null;
if (gs.CanDouble())
{
if (gs.GameType == GameType.Match)
{
ratio = System.Math.Min(
(System.Math.Max(gs.Score(0), gs.Score(1)) + gs.Cube.Value) / (double)gs.MatchTo,
1.0);
}
if (gs.GameType == GameType.Money)
{
ratio = System.Math.Min(gs.Cube.Value * gs.Stake / (double)gs.Limit, 1.0);
}
vector = new Vector(System.Math.Abs(System.Math.Min(hint.DoubleTakeEq, hint.DoublePassEq) - hint.NoDoubleEq),
ratio, 100.0);
}
else
{
vector = new Vector(0.0, ratio, 0.0);
}
return vector;
}