- Implemented multiple users, including a selection dialog and automatic preference saving and loading.

- Integrated the ANN with the game. The network now predicts a user move, completely ignores it, and trains itself on the players actual move. This integration also included implementing two new functions. The first translates a board state to a boolean array to correspond with input nodes. The second translates a move to a boolean array to correspond with output nodes.

src/model/Referee.java

@@ -30,19 +30,38 @@ public class Referee implements Runnable {
 	private final MainFrame mf;
 	private PlayerModel playerModel = null;
 
-	public Referee(MainFrame mnFrm) {
+	public Referee(MainFrame mnFrm, String player) {
-		if (PlayerModel.TRY_LOAD && PlayerModel.exists()) {
+		if (PlayerModel.exists(player)) {
-			playerModel = PlayerModel.load();
+			PlayerModel.getPlayerPath(player);
+			playerModel = PlayerModel.load(PlayerModel.getPlayerPath(player));
 		}
 
-		if (playerModel == null) {
+		if (getPlayerModel() == null) {
-			playerModel = new PlayerModel();
+			playerModel = new PlayerModel(player);
 		}
 
 		mf = mnFrm;
 		initGame();
 	}
 
+	public boolean[] getBoardState() {
+		boolean[] boardState = new boolean[getPlayerModel().getNumInputNodes()];
+
+		int i = 0;
+		for (int r = 0; r < Board.NUM_ROWS; r++) {
+			for (int c = 0; c < Board.NUM_COLS; c++) {
+				boardState[i] = (board.getTile(r, c) == TileColor.BLUE);
+				boardState[i + 1] = (board.getTile(r, c) == TileColor.GREEN);
+				boardState[i + 2] = (board.getTile(r, c) == TileColor.RED);
+				boardState[i + 3] = (board.getTile(r, c) == TileColor.YELLOW);
+
+				i += 4;
+			}
+		}
+
+		return boardState;
+	}
+
 	public Player getComputerPlayer() {
 		return computerPlayer;
 	}
@@ -83,13 +102,13 @@ public class Referee implements Runnable {
 			initGame();
 			mf.updateBoard();
 			play();
-			playerModel.logGame(getPlayerScore());
+			getPlayerModel().logGame(getPlayerScore());
 
-			if (!playerModel.save()) {
+			if (!getPlayerModel().save()) {
 				System.err.println("Saving PlayerModel failed.");
 			}
 
-			new HighScoreDialog(mf, playerModel);
+			new HighScoreDialog(mf, getPlayerModel());
 		}
 	}
 
@@ -97,6 +116,28 @@ public class Referee implements Runnable {
 		this.boardPanel = boardPanel;
 	}
 
+	private boolean[] getMoveArray(Move mv) {
+		boolean[] move = new boolean[getPlayerModel().getNumOutputNodes()];
+
+		move[0] = (mv.getColor() == TileColor.BLUE);
+		move[1] = (mv.getColor() == TileColor.GREEN);
+		move[2] = (mv.getColor() == TileColor.RED);
+		move[3] = (mv.getColor() == TileColor.YELLOW);
+
+		int tile = 0;
+		for (int r = 0; r < Board.NUM_ROWS; r++) {
+			for (int c = 0; c < Board.NUM_COLS; c++) {
+				move[tile] = (mv.getCell().r == r && mv.getCell().c == c);
+			}
+		}
+
+		return move;
+	}
+
+	private PlayerModel getPlayerModel() {
+		return playerModel;
+	}
+
 	private ScorePanel getScorePanel() {
 		return mf.getScorePanel();
 	}
@@ -126,6 +167,9 @@ public class Referee implements Runnable {
 					Move mv = humanPlayer.getMove(board);
 					if (board.getTile(mv.getCell().r, mv.getCell().c) == TileColor.NONE) {
 						playToken(humanPlayer.getMove(board));
+
+						getPlayerModel().train(getMoveArray(mv));
+
 					} else {
 						humanPlayer.denyMove();
 					}
@@ -133,6 +177,13 @@ public class Referee implements Runnable {
 			} else {
 				Move mv = computerPlayer.getMove(board);
 				playToken(mv);
+
+				// TODO
+				// This is the call that gets a prediction of a user's move.
+				// Some changes will probably be necessary to put it in the
+				// right place and also to get the node weights. But... all in
+				// due time.
+				getPlayerModel().getPrediction(getBoardState());
 			}
 
 			mf.updateMessage(getMessage());

src/model/playerModel/PlayerModel.java

@@ -17,30 +17,27 @@ import model.playerModel.node.SigmoidNode;
 
 public class PlayerModel implements Serializable {
 
-	public static final String PLAYER_MODEL_PATH = "playerModel.dat"; // Path to
+	public static final String DATA_FOLDER = "data/";
-																		// the
+	public static final String PLAYER_MODEL_PREFIX = "playerModel";
-																		// stored
+	public static final String PLAYER_MODEL_SUFFIX = ".dat";
-																		// player
-																		// model.
 	public static final Random rand = new Random(); // Randomizer object.
-	public static final boolean TRY_LOAD = true; // Set to false if any existing
-													// player model should be
-													// discarded and the next
-													// game should begin a new
-													// sequence.
-
 	private static final long serialVersionUID = 1L;
 
-	public static boolean exists() {
+	public static boolean exists(String playerName) {
-		return (new File(PLAYER_MODEL_PATH)).exists();
+		return (new File(getPlayerPath(playerName))).exists();
 	}
 
-	public static PlayerModel load() {
+	public static String getPlayerPath(String playerName) {
+		return DATA_FOLDER + PLAYER_MODEL_PREFIX + "_" + playerName
+				+ PLAYER_MODEL_SUFFIX;
+	}
+
+	public static PlayerModel load(String path) {
 		FileInputStream fin = null;
 		ObjectInputStream oin = null;
 
 		try {
-			fin = new FileInputStream(PLAYER_MODEL_PATH);
+			fin = new FileInputStream(path);
 			oin = new ObjectInputStream(fin);
 			PlayerModel pm = (PlayerModel) oin.readObject();
 			oin.close();
@@ -54,29 +51,31 @@ public class PlayerModel implements Serializable {
 	private final SigmoidNode[] hiddenLayer;
 	private int highScoresAchieved = 0;
 
-	// One node for each tile-color combination, plus one for each upcoming
+	// One node for each tile-color combination.
-	// tile-color combination.
 	private final InputNode[] inputNode = new InputNode[(Board.NUM_COLS
 			* Board.NUM_ROWS * (Board.TileColor.values().length - 1))];
 
+	private final String name;
+
 	private int nextHighInGames = 0;
 
-	// One node for each tile plus four for the colors to be selected.
+	/*
-	// outputNode[0] is blue.
+	 * One node for each tile plus four for the colors to be selected.
-	// outputNode[1] is green.
+	 * outputNode[0] is blue. outputNode[1] is green. outputNode[2] is red.
-	// outputNode[2] is red.
+	 * outputNode[3] is yellow. outputNode[4] through outputNode[n] represent
-	// outputNode[3] is yellow.
+	 * grid spaces. A true means that the player is predicted to place on that
-	// outputNode[4] through outputNode[n] represent grid spaces. A true means
+	 * tile. They should be read from the top-left to bottom-right, across rows.
-	// that the player is predicted to place on that tile.
+	 * Ideally, the network should return only one true between 0 and 3 and only
-	// They should be read from the top-left to bottom-right, across rows.
+	 * one true between 4 and n, representing one color and the tile in which it
-	// Ideally, the network should return only one true between 0 and 3 and only
+	 * should be placed. See Referee.getMoveArray().
-	// one true between 4 and n, representing one color and the tile in which it
+	 */
-	// should be placed.
 	private final SigmoidNode[] outputNode = new SigmoidNode[(Board.NUM_COLS * Board.NUM_ROWS) + 4];
 
 	private final ArrayList<GameLog> scores = new ArrayList<GameLog>();
 
-	public PlayerModel() {
+	public PlayerModel(String nme) {
+		name = nme;
+
 		hiddenLayer = new SigmoidNode[inputNode.length
 				+ ((inputNode.length * 2) / 3)];
 
@@ -121,6 +120,18 @@ public class PlayerModel implements Serializable {
 		return highScores;
 	}
 
+	public String getName() {
+		return name;
+	}
+
+	public int getNumInputNodes() {
+		return inputNode.length;
+	}
+
+	public int getNumOutputNodes() {
+		return outputNode.length;
+	}
+
 	public boolean[] getPrediction(boolean[] input) {
 		if (input.length == inputNode.length) {
 			boolean[] prediction = new boolean[outputNode.length];
@@ -187,13 +198,17 @@ public class PlayerModel implements Serializable {
 	public boolean save() {
 		FileOutputStream fout = null;
 		ObjectOutputStream oout = null;
+		String path = getPlayerPath(getName());
 		try {
-			fout = new FileOutputStream(PLAYER_MODEL_PATH);
+			(new File(DATA_FOLDER)).mkdirs();
+
+			fout = new FileOutputStream(path);
 			oout = new ObjectOutputStream(fout);
 			oout.writeObject(this);
 			oout.close();
 			return true;
 		} catch (IOException ex) {
+			ex.printStackTrace();
 			return false;
 		}
 	}

src/view/HighScoreDialog.java

@@ -20,28 +20,6 @@ public class HighScoreDialog extends JDialog {
 	 */
 	private static final long serialVersionUID = 1L;
 
-	public static void main(String[] args) {
-		JFrame x = new JFrame();
-		x.setDefaultCloseOperation(EXIT_ON_CLOSE);
-		x.setVisible(true);
-
-		PlayerModel pm = new PlayerModel();
-		pm.logGame(100);
-		pm.logGame(90);
-		pm.logGame(80);
-		pm.logGame(70);
-		pm.logGame(60);
-		pm.logGame(50);
-		pm.logGame(40);
-		pm.logGame(30);
-		pm.logGame(20);
-		pm.logGame(10);
-		pm.logGame(98);
-		pm.logGame(105);
-
-		new HighScoreDialog(x, pm);
-	}
-
 	public HighScoreDialog(JFrame owner, PlayerModel pm) {
 		super(owner, "Game over!", true);
 

src/view/MainFrame.java

@@ -14,8 +14,7 @@ public class MainFrame extends JFrame {
 	private static final long serialVersionUID = 1L;
 
 	public static void main(String[] args) {
-		MainFrame mainFrame = new MainFrame();
+		new UserChooserFrame();
-		mainFrame.playGame();
 	}
 
 	private BoardPanel bp;
@@ -24,9 +23,10 @@ public class MainFrame extends JFrame {
 	private TileSelectionPanel tp;
 	ScorePanel sp;
 
-	public MainFrame() {
+	public MainFrame(String name) {
 		super("CS8803 Project 4");
-		referee = new Referee(this);
+
+		referee = new Referee(this, name);
 
 		init();
 
@@ -35,6 +35,7 @@ public class MainFrame extends JFrame {
 		setLocationRelativeTo(null);
 		setVisible(true);
 
+		playGame();
 	}
 
 	public ScorePanel getScorePanel() {

src/view/UserChooserFrame.java

@@ -0,0 +1,164 @@
+package view;
+
+import java.awt.GridBagConstraints;
+import java.awt.GridBagLayout;
+import java.awt.Insets;
+import java.awt.event.ActionEvent;
+import java.awt.event.ActionListener;
+import java.io.File;
+import java.io.FileInputStream;
+import java.io.FileOutputStream;
+import java.io.IOException;
+import java.io.ObjectInputStream;
+import java.io.ObjectOutputStream;
+import java.util.ArrayList;
+import java.util.Collections;
+
+import javax.swing.JButton;
+import javax.swing.JComboBox;
+import javax.swing.JFrame;
+import javax.swing.JLabel;
+
+import model.playerModel.PlayerModel;
+
+public class UserChooserFrame extends JFrame {
+
+	public static final String PLAYER_LIST_FILE = "players.dat";
+	public static final JLabel RULES_TEXT = new JLabel(
+			"Here should go some rules text. Lorem ipsum and blah blah blah.");
+	private static final long serialVersionUID = 1L;
+
+	private final JButton playButton = new JButton("Play!");
+	private final JComboBox<String> userNameBox = new JComboBox<String>();
+	private ArrayList<String> users;
+
+	public UserChooserFrame() {
+		initLayout();
+		initActions();
+
+		pack();
+		setResizable(false);
+		setDefaultCloseOperation(EXIT_ON_CLOSE);
+		setLocationRelativeTo(null);
+		setVisible(true);
+	}
+
+	private String getUserListPath() {
+		return PlayerModel.DATA_FOLDER + PLAYER_LIST_FILE;
+	}
+
+	private ArrayList<String> getUsers() {
+		FileInputStream fin = null;
+		ObjectInputStream oin = null;
+
+		try {
+			fin = new FileInputStream(getUserListPath());
+			oin = new ObjectInputStream(fin);
+
+			@SuppressWarnings("unchecked")
+			ArrayList<String> list = (ArrayList<String>) oin.readObject();
+
+			oin.close();
+			return list;
+
+		} catch (Exception e) {
+			return new ArrayList<String>();
+		}
+	}
+
+	private void initActions() {
+		userNameBox.setEditable(true);
+
+		users = getUsers();
+		Collections.sort(users);
+
+		for (int i = 0; i < users.size(); i++) {
+			userNameBox.addItem(users.get(i));
+		}
+
+		playButton.addActionListener(new ActionListener() {
+
+			@Override
+			public void actionPerformed(ActionEvent arg0) {
+				String name = ((String) userNameBox.getSelectedItem());
+				name = name == null ? name : name.trim().toLowerCase();
+
+				if (name != null && name.compareTo("") != 0) {
+					UserChooserFrame.this.setVisible(false);
+
+					boolean found = false;
+					for (int i = 0; !found && i < users.size(); i++) {
+						if (name.compareTo(users.get(i)) == 0) {
+							found = true;
+						}
+					}
+
+					if (!found) {
+						users.add(name);
+					}
+
+					saveUserList();
+					new MainFrame(name);
+				}
+			}
+		});
+	}
+
+	private void initLayout() {
+		GridBagLayout gbl = new GridBagLayout();
+
+		GridBagConstraints con = new GridBagConstraints();
+		con.fill = GridBagConstraints.BOTH;
+		con.gridheight = 1;
+		con.gridwidth = 5;
+		con.gridx = 0;
+		con.gridy = 0;
+		con.insets = new Insets(20, 20, 5, 20);
+		con.weightx = 1;
+		con.weighty = 1;
+		gbl.setConstraints(RULES_TEXT, con);
+
+		con = new GridBagConstraints();
+		con.fill = GridBagConstraints.BOTH;
+		con.gridheight = 1;
+		con.gridwidth = 5;
+		con.gridx = 0;
+		con.gridy = 1;
+		con.insets = new Insets(5, 20, 5, 20);
+		con.weightx = 1;
+		con.weighty = 1;
+		gbl.setConstraints(userNameBox, con);
+
+		con = new GridBagConstraints();
+		con.fill = GridBagConstraints.BOTH;
+		con.gridheight = 1;
+		con.gridwidth = 1;
+		con.gridx = 2;
+		con.gridy = 2;
+		con.insets = new Insets(5, 20, 20, 20);
+		con.weightx = 1;
+		con.weighty = 1;
+		gbl.setConstraints(playButton, con);
+
+		setLayout(gbl);
+		add(RULES_TEXT);
+		add(userNameBox);
+		add(playButton);
+	}
+
+	private void saveUserList() {
+		FileOutputStream fout = null;
+		ObjectOutputStream oout = null;
+		String path = getUserListPath();
+		try {
+			(new File(PlayerModel.DATA_FOLDER)).mkdirs();
+
+			fout = new FileOutputStream(path);
+			oout = new ObjectOutputStream(fout);
+			oout.writeObject(users);
+			oout.close();
+		} catch (IOException ex) {
+			ex.printStackTrace();
+		}
+	}
+}

test/puzzleTests/Tests.java

@@ -14,7 +14,7 @@ import model.playerModel.PlayerModel;
 public class Tests extends TestCase {
 
 	public static PlayerModel getFakePlayerModel() {
-		PlayerModel pm = new PlayerModel();
+		PlayerModel pm = new PlayerModel("marshall");
 
 		pm.logGame(25);
 		pm.logGame(30);