public GameAction GenerateAction(GameState gameState)
{
Func <double[], TicTacToeValue> predictFunction = input => new TicTacToeValue(model.Predict(input).Select(i => (double)i).ToArray());
var predictions = TicTacToeActionPrediction.Predict(gameState, TicTacToeLabeledStateLoader.InputTransforms.Bipolar, predictFunction);
return(TicTacToeValueEvaluator.BestFor(gameState.CurrentPlayer, predictions.ToList()));
}
public GameAction GenerateAction(GameState gameState)
{
var predictions = TicTacToeActionPrediction.Predict(gameState, TicTacToeLabeledStateLoader.InputTransforms.Bipolar, Predict).ToList();
int index;
if (gameState.CurrentPlayer.IsCross)
{
index = predictions.IndexOfMin(p => p.Value[0]);
}
else
{
index = predictions.IndexOfMax(p => p.Value[0]);
}
return(predictions[index].Key);
}
