// constructor for Encog
public WindowLessTraining(int mazeId, int totalIterations, int maxTemp, int minTemp, int encogCycles)
{
InitializeComponent();
mazerepo = new MazeRepo();
maze = mazerepo.GetByID(mazeId);
MazeId = mazeId;
TotalIterations = totalIterations;
this.maxTemp = maxTemp;
this.minTemp = minTemp;
this.encogCycles = encogCycles;
isEncog = true;
lbl1.Content = "# of Iterations:";
lbl2.Content = "Iterations done:";
lbl3.Content = "# of Cycles per:";
lbl4.Content = "Cycles done:";
lbl5.Visibility = Visibility.Hidden;
lblMazeName.Content = maze.Name;
lblSessionCount.Content = totalIterations.ToString();
lblCurrentSession.Content = 0;
lblMoveCount.Content = encogCycles.ToString();
lblSessionsCompleted.Content = 0;
lblRandomness.Visibility = Visibility.Hidden;
this.Title = "No Maze Encog Learning";
}
private void btnPlay_Click(object sender, RoutedEventArgs e)
{
try
{
// Human
if (cmbPlayer.SelectedIndex == 0)
{
win = new MainWindow(MazeId, PlayerType.Human);
win.Closed += (s, ev) => { this.Visibility = Visibility.Visible; };
win.Show();
this.Visibility = System.Windows.Visibility.Hidden;
}
else if (cmbPlayer.SelectedIndex == 1) // RNN AI
{
var selectedMaze = mazeRepo.GetByID(MazeId);
if (selectedMaze != null)
{
var hasLearned = RlmUtils.RLMHasTrainingData("RLM_maze_" + selectedMaze.Name);
if (hasLearned)
{
win = new MainWindow(MazeId, PlayerType.RNN, false);
win.Closed += (s, ev) => { this.Visibility = Visibility.Visible; };
win.Show();
this.Visibility = System.Windows.Visibility.Hidden;
}
else
{
Xceed.Wpf.Toolkit.MessageBox.Show("You must first train the AI with the selected maze.", "Warning", MessageBoxButton.OK, MessageBoxImage.Exclamation);
}
}
else
{
Xceed.Wpf.Toolkit.MessageBox.Show("You must select a maze.", "Warning", MessageBoxButton.OK, MessageBoxImage.Exclamation);
}
}
else // Encog AI
{
win = new MainWindow(MazeId, PlayerType.Encog);
win.Closed += (s, ev) => { this.Visibility = Visibility.Visible; };
win.Show();
this.Visibility = System.Windows.Visibility.Hidden;
}
}
catch (Exception err)
{
if (err.InnerException != null && err.InnerException is RlmDefaultConnectionStringException)
{
Xceed.Wpf.Toolkit.MessageBox.Show($"Error: {err.InnerException.Message}");
}
else
{
Xceed.Wpf.Toolkit.MessageBox.Show($"ERROR: {err.Message}");
}
}
}
public MazeCreator(int mazeId = -1)
{
InitializeComponent();
var repo = new MazeRepo();
if (mazeId != -1) //we are editing the maze
{
generated = false;
MazeId = mazeId;
editMode = true;
ResetGrid();
var mazeToEdit = repo.GetByID(mazeId);
width = mazeToEdit.Width;
height = mazeToEdit.Height;
generator.GoalLocation = mazeToEdit.GoalPosition;
generator.StartingPosition = mazeToEdit.StartingPosition;
generator.TheMazeGrid = mazeToEdit.Grid;
generator.PerfectGameMovesCount = mazeToEdit.PerfectGameMovesCount;
mazeName = mazeToEdit.Name;
txtBoxHeight.Text = height.ToString();
txtBoxWidth.Text = width.ToString();
txtBoxMazeName.Text = mazeToEdit.Name;
lblMoveCount.Content = $"Perfect Move Count: {mazeToEdit.PerfectGameMovesCount}";
this.Title = $"Maze Designer Editing {mazeToEdit.Name}";
initializeGrid(mazeGrid, width, height);
generateMaze(mazeGrid);
}
else
{
editMode = false;
ResetGrid();
//initialize the grid with all the blocks
initializeGrid(mazeGrid, width, height);
//build the maze
generator.Generate(width, height);
//Generate the maze in the UI
generateMaze(mazeGrid);
int mazeCount = repo.Count();
txtBoxMazeName.Text = $"New Maze({mazeCount + 1})";
generated = true;
}
}
// constructor for RNN
public WindowLessTraining(int mazeId, Boolean learn, int totalIterations, int temp_num_sessions, int startRandomness = 1, int endRandomness = 1)
{
InitializeComponent();
mazerepo = new MazeRepo();
maze = mazerepo.GetByID(mazeId);
MazeId = mazeId;
Learn = learn;
TotalIterations = totalIterations;
Temp_num_sessions = temp_num_sessions;
StartRandomness = startRandomness;
EndRandomness = endRandomness;
isEncog = false;
lblMazeName.Content = maze.Name;
lblCurrentSession.Content = 1;
lblSessionCount.Content = totalIterations.ToString();
lblMoveCount.Content = 0;
this.Title = "No Maze RNN Learning";
}
public MainWindow(int mazeId, PlayerType type, Boolean learn = false, int temp_num_sessions = 1, int currentIteration = 1, int totalIterations = 1, int startRandomness = 1, int endRandomness = 1)
{
InitializeComponent();
mazerepo = new MazeRepo();
mazeInfo = mazerepo.GetByID(mazeId);
RandomnessOver = temp_num_sessions;
ClosedDueToGameOver = false;
Learn = learn;
Type = type;
if (Type == PlayerType.Human)
{
this.Title = "Human Player";
StatusText.Visibility = Visibility.Visible;
}
else if (Type == PlayerType.RNN)
{
if (learn)
{
Temp_num_sessions = totalIterations;
StartRandomness = startRandomness;
EndRandomness = endRandomness;
this.Title = "RNN Learning";
statGrid.Visibility = Visibility.Visible;
lblMazeName.Content = mazeInfo.Name;
lblTotalSession.Content = totalIterations;
lblCurrentSession.Content = CurrentIteration = currentIteration;
lblScore.Content = LastScore;
lblMoves.Content = LastMovesCount;
}
else
{
this.Title = "RNN Player";
}
}
else
{
this.Title = "Encog Player";
}
game = new MazeGameLib.MazeGame();
maze = new Maze();
game.InitGame(mazeInfo);
//Initialize Grid
game.TheMazeGrid = mazeInfo.Grid;
maze.InitializeMaze(game, mazeGrid);
//Init Game
//game.InitGame(this.MainGrid, new RunThreadUI_Delegate(RunUIThread));
//Send Keys to Game
if (Type == PlayerType.Human)
{
this.KeyDown += MainWindow_KeyDown;
}
// reset static session count
if (currentIteration == 1)
{
//RNNMazeTraveler.ResestStaticSessionData();
}
//Send shutdown event to game
//this.Closed += MainWindow_Closed;
}