public InfluenceBotGui()
{
InitializeComponent();
g = picBoard.CreateGraphics();
g.TextRenderingHint = TextRenderingHint.AntiAlias;
var fontFamily = new FontFamily("Times New Roman");
font = new Font(fontFamily, 16, FontStyle.Regular, GraphicsUnit.Pixel);
brush = new SolidBrush(Color.FromArgb(255, 0, 0, 255));
pen = new Pen(Color.Black);
stringFormat = new StringFormat {
Alignment = StringAlignment.Center, LineAlignment = StringAlignment.Center
};
attackStateNN = new AttackStateNN();
reinforceStateNN = new ReinforceStateNN();
episodeCounter = 0;
r = new Random();
InitializeManager();
}
internal static string GetStatistics(IEnumerable <AttackState> states, AttackStateNN attackStateNN)
{
var sb = new StringBuilder();
foreach (var state in states)
{
sb.Append($"From {state.From.X},{state.From.Y} to {state.To.X},{state.To.Y}, score {attackStateNN.Evaluate(state)}{Environment.NewLine}");
sb.Append(string.Join("\t", state.State.Skip(0).Take(4).Select(x => $"{x}").ToArray()) + Environment.NewLine);
sb.Append(string.Join("\t", state.State.Skip(4).Take(4).Select(x => $"{x}").ToArray()) + Environment.NewLine);
sb.Append(Environment.NewLine);
for (int i = 0; i < 4; ++i)
{
for (int row = 0; row < 5; ++row)
{
sb.Append(string.Join("\t", state.State.Skip(8 + i * 25 + row * 5).Take(5).Select(x => $"{x}").ToArray()) + Environment.NewLine);
}
sb.Append(Environment.NewLine);
}
sb.Append(Environment.NewLine + "---------------------------------------------" + Environment.NewLine);
}
return(sb.ToString());
}