/*
     * APRENDIZAGEM
     */
    public void normalLearning(int times)
    {
        for (int i = 0; i < times; i++)
        {
            if (roundNumber == 0)
            {
                //tabuleiro inicial jogo
                history.Add(new Board());
                nextBoard = history[0];
            }

            while (nextBoard != null)
            {
                nextBoard = learner.turnPlay(roundNumber++, history);
                if (nextBoard == null)
                {
                    break;
                }
                history.Add(nextBoard);

                nextBoard = randomerPlayer.turnPlay(roundNumber++, history);
                if (nextBoard == null)
                {
                    break;
                }
                history.Add(nextBoard);
            }
            roundNumber = 0;
            history.Clear();

            if (i % 100 == 0)
            {
                Console.WriteLine(i);
            }
        }

        //escrever pesos no file
        writeToFile(TicTacToe.isLogWeights, TicTacToe.weights, algorithm.getW0().ToString());
        writeToFile(TicTacToe.isLogWeights, TicTacToe.weights, algorithm.getW1().ToString());
        writeToFile(TicTacToe.isLogWeights, TicTacToe.weights, algorithm.getW2().ToString());
        writeToFile(TicTacToe.isLogWeights, TicTacToe.weights, algorithm.getW3().ToString());
        writeToFile(TicTacToe.isLogWeights, TicTacToe.weights, algorithm.getW4().ToString());
        writeToFile(TicTacToe.isLogWeights, TicTacToe.weights, algorithm.getW5().ToString());
        writeToFile(TicTacToe.isLogWeights, TicTacToe.weights, algorithm.getW6().ToString());
    }