private void CreateTrainingData()
{
DecisionTree.TrainingExample[] examples = new DecisionTree.TrainingExample[FeatureList.Count];
for (int i = 0; i < FeatureList.Count; i++)
{
examples[i] = (new DecisionTree.TrainingExample(FeatureList[i], ActionsAsStates[actionHightlights[i]]));
}
AIWrapper.CreateTree(examples);
}
private void button_test_Click(object sender, EventArgs e)
{
chart_test_total.Series[0].Points.Clear();
listview_test.Items.Clear();
int total = int.Parse(textbox_testcount.Text), correct = 0;
AIWrapper wrapper = new AIWrapper(textbox_exepath.Text);
wrapper.SetNetwork(textbox_networkpath.Text);
wrapper.SetWeight(textbox_biasweightpath.Text);
test_res = wrapper.Predict(dataPath,
int.Parse(textbox_dataoffset.Text), dataWidth * dataWidth, total);
int i, j = 0, result, answer;
foreach (List <float> lf in test_res)
{
result = GetMaxIdx(lf);
answer = -1;
for (i = 0; i < answerSplit[j].Length; i++)
{
if (answerSplit[j][i].CompareTo(1) == 0)
{
answer = i;
break;
}
}
if (result == answer)
{
correct++;
}
//draw(panel_data_graph_2, j);
Console.WriteLine("ans : " + answer + ", res : " + result
+ "(" + (result == answer ? "O" : "X") + ")");
ListViewItem item = new ListViewItem(j++ + "");
item.SubItems.Add(answer + "");
item.SubItems.Add(result + "");
item.SubItems.Add((answer == result) ? "O" : "X");
listview_test.Items.Add(item);
//Thread.Sleep(1000);
}
chart_test_total.Series[0].Points.AddXY("Correct", correct + "");
chart_test_total.Series[0].Points.AddXY("Wrong", (total - correct) + "");
}
/// <summary>
/// Adds and AI to the controller manager
/// </summary>
/// <returns><c>true</c>, if AI was added, <c>false</c> otherwise.</returns>
/// <param name="check">Use GetButtonDown as a parameter for connect code.</param>
public bool AddAI(bool check)
{
if (playerControls.Count < 4)
{
if (check)
{
for (int j = playerControls.Count + 1; j < 5; j++)
{
if (!playerControls.ContainsKey((PlayerID)j))
{
AIWrapper aiw = new AIWrapper(-2);
playerControls.Add((PlayerID)(j), aiw);
Debug.Log((PlayerID)(j) + ": " + aiw + " added");
return(true);
}
}
}
}
return(false);
}
private void button_train_Click(object sender, EventArgs e)
{
int trainCount = int.Parse(textbox_traincount.Text);
string path = textbox_exportpath.Text;
AIWrapper wrapper = new AIWrapper(textbox_exepath.Text);
wrapper.SetNetwork(textbox_networkpath.Text);
wrapper.SetInput(textbox_datapath.Text
, int.Parse(textbox_dataoffset.Text)
, int.Parse(textbox_datalength.Text)
, dataCount);
wrapper.SetAnswer(textbox_answerpath.Text
, int.Parse(textbox_answeroffset.Text)
, int.Parse(textbox_answerlength.Text)
, answerCount);
wrapper.Train(textbox_exportpath.Text, trainCount);
}
/// <summary>
/// Adds an AI controller to the game.
/// </summary>
/// <returns>Whether the AI controller was successfully added.</returns>
public bool AddAI(ControllerInputWrapper.Buttons connectCode)
{
if (playerControls.Count < 4)
{
foreach (KeyValuePair <PlayerID, ControllerInputWrapper> kvp in ControllerManager.instance.playerControls)
{
ControllerInputWrapper ciw = kvp.Value;
if (ciw != null && ciw.GetButton(connectCode))
{
for (int j = 1; j < 5; j++)
{
if (!playerControls.ContainsKey((PlayerID)j))
{
AIWrapper aiw = new AIWrapper(-2);
playerControls.Add((PlayerID)(j), aiw);
Debug.Log((PlayerID)(j) + ": " + aiw + " added");
return(true);
}
}
}
}
}
return(false);
}
// Update is called once per frame
void Update()
{
if (currentPlayerDone)
{
if (_useAI && _teamUsingAI == CurrentTeam)
{
bool AIDone = true;
foreach (Unit unit in _teamAI)
{
Steering.SteeringUpdate(unit.transform);
if (!Steering.GetSteeringActive(unit.transform))
{
if (unit.LeftMoves > 0)
{
//Debug.Log("Previous: " + _unitCurrentState[unit].StateName);
AIDone = false;
/*
* if (_unitCurrentState[unit].GetExitActionList() != null)
* {
* //Der er ikke noget i den her liste smarte...
*
* foreach(IAction action in _unitCurrentState[unit].GetExitActionList())
* {
* action.act(unit.gameObject);
* }
* }*/
State s = AIWrapper.GetDecision(unit.gameObject, ((State)UnitFSM.FSM.CurrentState));
if (s != UnitFSM.FSM.CurrentState && s.StateName != "default")
{
StateTracker.AddTransition((State)UnitFSM.FSM.CurrentState, s, unit.gameObject);
UnitFSM.FSM.CurrentState = s;
}
List <IAction> acti = ((State)UnitFSM.FSM.CurrentState).GetActionList();
foreach (IAction ac in acti)
{
ac.act(unit.gameObject);
}
//TODO Get action
//DefendAction att = new DefendAction();
unit.UseTurn(UnitActions.Move, null);
//att.act(unit.gameObject);
}
}
else
{
AIDone = false;
}
//TODO do AI stuff
}
if (AIDone)
{
SwitchPlayer();
}
}
else if (CurrentTeam == Teams.Team1)
{
if (Camera.main.transform.rotation.eulerAngles.y < 10 || Camera.main.transform.rotation.eulerAngles.y > 350)
{
Camera.main.transform.eulerAngles = new Vector3(90, 0, 0);
currentPlayerDone = false;
}
else
{
Camera.main.transform.Rotate(new Vector3(0, 0, -1) * rotationPerSecond * Time.deltaTime);
}
}
else if (CurrentTeam == Teams.Team2)
{
if (Camera.main.transform.rotation.eulerAngles.y < 190 && Camera.main.transform.rotation.eulerAngles.y > 170)
{
Camera.main.transform.eulerAngles = new Vector3(90, 180, 0);
currentPlayerDone = false;
}
else
{
Camera.main.transform.Rotate(new Vector3(0, 0, 1) * rotationPerSecond * Time.deltaTime);
}
}
}
if (OnTeam1 == null && !GameOver)
{
GameOver = true;
if (_teamUsingAI == Teams.Team1)
{
foreach (Unit u in _teamAI)
{
StateTracker.WriteHistory(u.parent);
}
}
Debug.Log("Team 2 won");
}
else if (OnTeam2 == null && !GameOver)
{
GameOver = true;
if (_teamUsingAI == Teams.Team2)
{
foreach (Unit u in _teamAI)
{
StateTracker.WriteHistory(u.parent);
}
}
Debug.Log("Team 1 WON");
}
//rotate camera
}
/// <summary>
/// Adds an AI controller to the game.
/// </summary>
/// <returns>Whether the AI controller was successfully added.</returns>
public bool AddAI(ControllerInputWrapper.Buttons connectCode) {
if (playerControls.Count < 4) {
foreach(KeyValuePair<PlayerID, ControllerInputWrapper> kvp in ControllerManager.instance.playerControls) {
ControllerInputWrapper ciw = kvp.Value;
if (ciw != null && ciw.GetButton(connectCode)) {
for (int j = 1; j < 5; j++) {
if (!playerControls.ContainsKey((PlayerID)j)) {
AIWrapper aiw = new AIWrapper(-2);
playerControls.Add((PlayerID)(j), aiw);
Debug.Log((PlayerID)(j) + ": " + aiw + " added");
return true;
}
}
}
}
}
return false;
}
private void button_predict_Click(object sender, EventArgs e)
{
int paint_size = panel_paint.Width;
int i, j, x, y;
//for(i = 0;i < paint_size; i++)
//{
// for(j = 0;j < paint_size; j++)
// {
// Console.Write(pixels[i][j] == 1 ? "X" : " ");
// }
// Console.WriteLine();
//}
int paintWidth = panel_paint.Width;
int scaleSize = paintWidth / dataWidth + 1;
byte[][] arr = new byte[dataWidth][];
byte[] arr2 = new byte[dataWidth * dataWidth];
for (i = 0; i < dataWidth; i++)
{
arr[i] = new byte[dataWidth];
}
for (i = 0; i < paintWidth; i++)
{
for (j = 0; j < paintWidth; j++)
{
if (pixels[i][j] == 1)
{
x = i / scaleSize;
y = j / scaleSize;
arr[i / scaleSize][j / scaleSize] = 255;
arr2[x * dataWidth + y] = 255;
}
}
}
//for(i = 0;i < arr.Length; i++)
//{
// for(j = 0;j < arr.Length; j++)
// {
// Console.Write(arr[i][j] == 255 ? "X" : "0");
// }
// Console.WriteLine();
//}
string path = Directory.GetCurrentDirectory() + @"\temp\predict.txt";
File.WriteAllBytes(path, arr2);
AIWrapper wrapper = new AIWrapper(textbox_exepath.Text);
wrapper.SetNetwork(textbox_networkpath.Text);
wrapper.SetWeight(textbox_biasweightpath.Text);
List <List <float> > res = wrapper.Predict(path, 0, dataWidth * dataWidth, 1);
int tag = 0;
foreach (List <float> lf in res)
{
foreach (float f in lf)
{
Console.WriteLine(f);
chart_predict.Series[0].Points.AddXY(tag++ + "", (f * 100) + "");
}
}
File.Delete(path);
}
