public LTSimpleDistance(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints
{
{ TSHintAttributes.IS_VARIABLE_COLOR, 0 },
{ TSHintAttributes.IS_VARIABLE_SIZE, 0 },
{ ERROR_TOLERANCE, 0.25f },
{ TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 1 },
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ TSHintAttributes.GIVE_PARTIAL_REWARDS, 1 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 }
};
TSProgression.Add(TSHints.Clone());
TSProgression.Add(new TrainingSetHints {
{ TSHintAttributes.IS_VARIABLE_COLOR, 1 },
{ ERROR_TOLERANCE, 0.15f },
{ TSHintAttributes.GIVE_PARTIAL_REWARDS, 0 }
});
TSProgression.Add(new TrainingSetHints {
{ TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 2 }
});
TSProgression.Add(new TrainingSetHints {
{ TSHintAttributes.IS_VARIABLE_SIZE, 1 },
{ ERROR_TOLERANCE, 0.10f },
});
TSProgression.Add(new TrainingSetHints {
{ ERROR_TOLERANCE, 0.05f },
{ TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 3 },
});
TSProgression.Add(TSHintAttributes.IMAGE_NOISE, 1);
}
public LTDetectShapeColor(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints
{
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 },
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ TSHintAttributes.IS_VARIABLE_SIZE, 0 },
{ TSHintAttributes.IS_VARIABLE_POSITION, 0 },
{ TSHintAttributes.IS_VARIABLE_ROTATION, 0 },
{ TSHintAttributes.DEGREES_OF_FREEDOM, 2 },
{ TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 2 },
{ COLOR_COUNT, 2 },
};
TSProgression.Add(TSHints.Clone());
TSProgression.Add(TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 3);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_POSITION, 1);
TSProgression.Add(COLOR_COUNT, 3);
TSProgression.Add(TSHintAttributes.IMAGE_NOISE, 1);
TSProgression.Add(TSHintAttributes.DEGREES_OF_FREEDOM, 3);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_SIZE, 1);
TSProgression.Add(TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 4);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_ROTATION, 1);
TSProgression.Add(COLOR_COUNT, 4);
TSProgression.Add(TSHintAttributes.DEGREES_OF_FREEDOM, 4);
TSProgression.Add(TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 5);
TSProgression.Add(COLOR_COUNT, 5);
SetClasses();
}
public LTSimpleSize(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints
{
{ TSHintAttributes.IS_VARIABLE_COLOR, 0 },
{ TARGET_SIZE_LEVELS, 2 },
{ TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 1 },
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ TSHintAttributes.GIVE_PARTIAL_REWARDS, 1 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 }
};
TSProgression.Add(TSHints.Clone());
TSProgression.Add(new TrainingSetHints {
{ TSHintAttributes.IS_VARIABLE_COLOR, 1 },
{ TSHintAttributes.GIVE_PARTIAL_REWARDS, 0 }
});
TSProgression.Add(new TrainingSetHints {
{ TARGET_SIZE_LEVELS, 5 },
{ TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 2 }
});
TSProgression.Add(new TrainingSetHints {
{ TARGET_SIZE_LEVELS, 10 },
{ TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 3 },
});
TSProgression.Add(TSHintAttributes.IMAGE_NOISE, 1);
}
public LTClassComposition(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints {
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ TSHintAttributes.IS_VARIABLE_POSITION, 0 },
{ TSHintAttributes.IS_VARIABLE_COLOR, 0 },
{ TSHintAttributes.IS_VARIABLE_SIZE, 0 },
{ TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 4f },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 }
};
TSProgression.Add(TSHints.Clone());
TSProgression.Add(TSHintAttributes.IS_VARIABLE_COLOR, 1.0f);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_POSITION, 1.0f);
TSProgression.Add(TSHintAttributes.IMAGE_NOISE, 1);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_SIZE, 1.0f);
TSProgression.Add(TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 6f);
TSProgression.Add(TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 8f);
m_positiveExamples.Add(Shape.Shapes.Star);
m_positiveExamples.Add(Shape.Shapes.Circle);
m_positiveExamples.Add(Shape.Shapes.T);
m_positiveExamples.Add(Shape.Shapes.Tent);
m_positiveExamples.Add(Shape.Shapes.Mountains);
m_negativeExamples.Add(Shape.Shapes.DoubleRhombus);
m_negativeExamples.Add(Shape.Shapes.Pentagon);
m_negativeExamples.Add(Shape.Shapes.Rhombus);
m_negativeExamples.Add(Shape.Shapes.Square);
m_negativeExamples.Add(Shape.Shapes.Triangle);
}
// Construct the learning task
public LTConditionalTarget(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints {
{ MOVING_CONDITION, 0 },
{ TSHintAttributes.IS_VARIABLE_SIZE, 0 },
{ TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 1 },
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ CONDITION_SALIENCE, 1 },
//{ TSHintAttributes.DEGREES_OF_FREEDOM, 1 },
{ TSHintAttributes.GIVE_PARTIAL_REWARDS, 1 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 },
// Currently, target locations are always uniformly distributed inside POW
//{ TSHintAttributes.DEPRECATED_MAX_TARGET_DISTANCE, .3f }
{ TSHintAttributes.IMAGE_TEXTURE_BACKGROUND, 0 },
};
TSProgression.Add(TSHints.Clone());
TSProgression.Add(MOVING_CONDITION, 1);
//TSProgression.Add(TSHintAttributes.DEGREES_OF_FREEDOM, 2);
//TSProgression.Add(TSHintAttributes.DEPRECATED_MAX_TARGET_DISTANCE, -1);
TSProgression.Add(TSHintAttributes.IMAGE_NOISE, 1);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_SIZE, 1);
TSProgression.Add(TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 2);
TSProgression.Add(TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 3);
TSProgression.Add(CONDITION_SALIENCE, .5f);
TSProgression.Add(TSHintAttributes.GIVE_PARTIAL_REWARDS, 0);
TSProgression.Add(TSHintAttributes.IMAGE_TEXTURE_BACKGROUND, 1);
}
public void SetHints(TrainingSetHints trainingSetHints)
{
foreach (var kvp in trainingSetHints)
{
CurrentWorld.SetHint(kvp.Key, kvp.Value);
}
}
public LTPongWithoutBricks(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints {
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 }
};
TSHints.Add(MAX_MISSES_ALLOWED, 1);
TSHints.Add(BALL_HITS_NEEDED, 1);
ballHitSum = 0f;
ballHitSum = 0f;
TSProgression.Add(TSHints.Clone());
TSProgression.Add(
new TrainingSetHints {
{ MAX_MISSES_ALLOWED, 1 },
{ BALL_HITS_NEEDED, 1 }
});
TSProgression.Add(
new TrainingSetHints {
{ MAX_MISSES_ALLOWED, 10 },
{ BALL_HITS_NEEDED, 6 }
});
TSProgression.Add(
new TrainingSetHints {
{ MAX_MISSES_ALLOWED, 10 },
{ BALL_HITS_NEEDED, 10 }
});
TSProgression.Add(
new TrainingSetHints {
{ MAX_MISSES_ALLOWED, 10 },
{ BALL_HITS_NEEDED, 20 }
});
TSProgression.Add(
new TrainingSetHints {
{ MAX_MISSES_ALLOWED, 10 },
{ BALL_HITS_NEEDED, 30 }
});
TSProgression.Add(
new TrainingSetHints {
{ MAX_MISSES_ALLOWED, 10 },
{ BALL_HITS_NEEDED, 40 }
});
TSProgression.Add(
new TrainingSetHints {
{ MAX_MISSES_ALLOWED, 1 },
{ BALL_HITS_NEEDED, 10 }
});
}
public LTDebugging(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints {
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 }
};
TSProgression.Add(TSHints.Clone());
}
public Ltsct1(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints {
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 1000000000 },
{ TSHintAttributes.IMAGE_NOISE, 1 },
{ TSHintAttributes.IMAGE_NOISE_BLACK_AND_WHITE, 1 }
};
TSProgression.Add(TSHints.Clone());
}
public LTCompatibilityMatching(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints {
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ ROTATION_ALLOWED, 0 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 }
};
TSProgression.Add(TSHints.Clone());
TSProgression.Add(ROTATION_ALLOWED, 1);
TSProgression.Add(TSHintAttributes.IMAGE_NOISE, 1);
}
public LTDetectColor(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints {
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ NUMBER_OF_COLORS, 2 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 }
};
TSProgression.Add(TSHints.Clone());
TSProgression.Add(TSHintAttributes.IMAGE_NOISE, 1);
TSProgression.Add(NUMBER_OF_COLORS, 4);
TSProgression.Add(NUMBER_OF_COLORS, 8);
}
public LTSinglePixelRL(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints {
{ TSHintAttributes.IS_VARIABLE_COLOR, 0 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 }
};
TSProgression.Add(TSHints.Clone());
TSProgression.Add(TSHintAttributes.IS_VARIABLE_COLOR, 1);
m_objectColor[ObjectType.Target] = 0;
m_objectColor[ObjectType.Empty] = 1;
m_objectColor[ObjectType.BeforeTarget] = 2;
}
public LTVisualEquivalence(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints {
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 },
{ NUMBER_OF_DIFFERENT_OBJECTS, 2 },
{ ROTATE_SHAPE, 0 },
{ SCALE_SHAPE, 0 }
};
TSProgression.Add(TSHints.Clone());
TSProgression.Add(NUMBER_OF_DIFFERENT_OBJECTS, 3);
TSProgression.Add(SCALE_SHAPE, 1);
TSProgression.Add(ROTATE_SHAPE, 1);
TSProgression.Add(NUMBER_OF_DIFFERENT_OBJECTS, 5);
}
public LTCopyAction(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints
{
{ STOP_REQUEST, 0 },
{ TSHintAttributes.DEGREES_OF_FREEDOM, 1 },
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ TEACHER_ON_DIFF_START_POSITION, 0 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 },
{ TSHintAttributes.IMAGE_TEXTURE_BACKGROUND, 1 },
};
TSProgression.Add(TSHints.Clone());
TSProgression.Add(TSHintAttributes.DEGREES_OF_FREEDOM, 2);
TSProgression.Add(TSHintAttributes.IMAGE_NOISE, 1);
TSProgression.Add(TEACHER_ON_DIFF_START_POSITION, 1);
}
public LTShapeSorting(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints
{
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 },
{ TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 2 },
{ TSHintAttributes.DEGREES_OF_FREEDOM, 1 },
{ TSHintAttributes.IMAGE_NOISE, 0 },
// Rotation about origin
{ TSHintAttributes.IS_VARIABLE_POSITION, 0 },
// Shape scaling
{ TSHintAttributes.IS_VARIABLE_SIZE, 0 },
// Rotation about center of gravity (of each shape)
{ TSHintAttributes.IS_VARIABLE_ROTATION, 0 },
// Random color
{ TSHintAttributes.IS_VARIABLE_COLOR, 0 },
// Random distance from origin
{ IS_VARIABLE_DISTANCE, 0 },
{ RANDOMNESS_LEVEL, 1 },
};
TSProgression.Add(TSHints.Clone());
TSProgression.Add(TSHintAttributes.IS_VARIABLE_ROTATION, 1);
TSProgression.Add(new TrainingSetHints {
{ TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 3 },
{ TSHintAttributes.DEGREES_OF_FREEDOM, 2 }
});
TSProgression.Add(TSHintAttributes.IS_VARIABLE_SIZE, 1);
TSProgression.Add(TSHintAttributes.IMAGE_NOISE, 1);
TSProgression.Add(IS_VARIABLE_DISTANCE, 1);
TSProgression.Add(TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 4);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_POSITION, 1);
TSProgression.Add(RANDOMNESS_LEVEL, 1.2f);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_COLOR, 1);
TSProgression.Add(TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 5);
TSProgression.Add(RANDOMNESS_LEVEL, 1.4f);
}
public LTDetectBlackAndWhite(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints
{
{ TSHintAttributes.IS_VARIABLE_SIZE, 0 },
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 },
{ IS_TARGET_MOVING, 0 }
};
TSProgression.Add(TSHints.Clone());
TSProgression.Add(
new TrainingSetHints {
{ TSHintAttributes.IS_VARIABLE_SIZE, 1 },
{ TSHintAttributes.IMAGE_NOISE, 1 },
{ IS_TARGET_MOVING, 1 }
});
}
public LTDetectDifference(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints {
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ TSHintAttributes.IS_VARIABLE_COLOR, 0 },
{ TSHintAttributes.IS_VARIABLE_SIZE, 0 },
{ TSHintAttributes.NUMBER_OBJECTS, 2 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 }
};
TSProgression.Add(TSHints.Clone());
TSProgression.Add(TSHintAttributes.IMAGE_NOISE, 1);
TSProgression.Add(TSHintAttributes.NUMBER_OBJECTS, 4f);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_COLOR, 1f);
TSProgression.Add(TSHintAttributes.NUMBER_OBJECTS, 8f);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_SIZE, 1f);
TSProgression.Add(TSHintAttributes.NUMBER_OBJECTS, 10f);
}
public LTSinglePixelTransducerRL(SchoolWorld w)
: base(w)
{
m_symbolColor = new Dictionary <int, int>();
m_symbolColor[0] = 0; // action 0: white color
m_symbolColor[1] = 1; // action 1: black color
m_symbolColor[2] = 2; // action 3: gray color
m_rnd = new Random();
m_currentObject = null;
TSHints = new TrainingSetHints {
{ TSHintAttributes.IS_VARIABLE_COLOR, 0 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 }
};
TSProgression.Add(TSHints.Clone());
//TSProgression.Add(TSHintAttributes.IS_VARIABLE_COLOR, 1);
}
// Construct the learning task
public LTHiddenTarget(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints {
{ TSHintAttributes.IS_VARIABLE_SIZE, 0 },
{ NUMBER_OF_FALSE_TARGETS, 1 },
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ TSHintAttributes.GIVE_PARTIAL_REWARDS, 1 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 },
{ TSHintAttributes.IMAGE_TEXTURE_BACKGROUND, 0 },
};
TSProgression.Add(TSHints.Clone());
TSProgression.Add(TSHintAttributes.IMAGE_NOISE, 1);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_SIZE, 1f);
TSProgression.Add(NUMBER_OF_FALSE_TARGETS, 2);
TSProgression.Add(NUMBER_OF_FALSE_TARGETS, 3);
TSProgression.Add(TSHintAttributes.GIVE_PARTIAL_REWARDS, 0);
TSProgression.Add(TSHintAttributes.IMAGE_TEXTURE_BACKGROUND, 1);
}
public LTApproach(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints
{
{ TSHintAttributes.IS_VARIABLE_SIZE, 0 },
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ TSHintAttributes.DEGREES_OF_FREEDOM, 1 },
{ TSHintAttributes.GIVE_PARTIAL_REWARDS, 1 },
{ TSHintAttributes.IMAGE_TEXTURE_BACKGROUND, 1 },
};
TSHints.Add(DISTANCE_BONUS_COEFFICENT, 1);
TSProgression.Add(TSHints.Clone());
TSProgression.Add(TSHintAttributes.DEGREES_OF_FREEDOM, 2);
TSProgression.Add(TSHintAttributes.IMAGE_NOISE, 1);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_SIZE, 1);
TSProgression.Add(TSHintAttributes.GIVE_PARTIAL_REWARDS, 0);
//TSProgression.Add(TSHintAttributes.IMAGE_TEXTURE_BACKGROUND, 1);
}
public LTSimpleAngle(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints {
{ TSHintAttributes.IS_VARIABLE_SIZE, 0 },
{ TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 0 },
{ TSHintAttributes.IS_VARIABLE_COLOR, 0 },
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ ERROR_TOLERANCE, 0.2f },
{ FIXED_DISTANCE, 1 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 }
};
TSProgression.Add(TSHints.Clone());
TSProgression.Add(TSHintAttributes.IS_VARIABLE_COLOR, 1);
TSProgression.Add(TSHintAttributes.IMAGE_NOISE, 1);
TSProgression.Add(TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 1);
TSProgression.Add(ERROR_TOLERANCE, 0.1f);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_SIZE, 1);
TSProgression.Add(ERROR_TOLERANCE, 0.05f);
}
public LTSimpleRhythm(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints {
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ RHYTHM_MAX_SIZE, 1 },
{ DELAY, 0 },
{ TSHintAttributes.IS_VARIABLE_POSITION, 0 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 }
};
TSProgression.Add(TSHints.Clone());
TSProgression.Add(DELAY, 1);
TSProgression.Add(RHYTHM_MAX_SIZE, 2);
TSProgression.Add(TSHintAttributes.IMAGE_NOISE, 1);
TSProgression.Add(DELAY, 2);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_POSITION, 1);
TSProgression.Add(RHYTHM_MAX_SIZE, 4);
TSProgression.Add(RHYTHM_MAX_SIZE, 6);
TSProgression.Add(RHYTHM_MAX_SIZE, 8);
}
public LTPongWithBricks(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints {
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 }
};
TSHints.Add(MAX_MISSES_ALLOWED, 1);
TSHints.Add(BALL_HITS_NEEDED, 1);
ballHitSum = 0f;
ballHitSum = 0f;
TSProgression.Add(TSHints.Clone());
// TODO: modify Difficulty according also to current pong level
TSProgression.Add(
new TrainingSetHints {
{ MAX_MISSES_ALLOWED, 1 },
{ BALL_HITS_NEEDED, 1 }
});
TSProgression.Add(
new TrainingSetHints {
{ MAX_MISSES_ALLOWED, 6 },
{ BALL_HITS_NEEDED, 10 }
});
TSProgression.Add(
new TrainingSetHints {
{ MAX_MISSES_ALLOWED, 6 },
{ BALL_HITS_NEEDED, 20 }
});
TSProgression.Add(
new TrainingSetHints {
{ MAX_MISSES_ALLOWED, 5 },
{ BALL_HITS_NEEDED, 30 }
});
}
public LTDetectShape(SchoolWorld w)
: base(w)
{
TSHints = new TrainingSetHints {
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ TSHintAttributes.IS_VARIABLE_COLOR, 0 },
{ TSHintAttributes.IS_VARIABLE_SIZE, 0 },
{ TSHintAttributes.IS_VARIABLE_POSITION, 0 },
{ TSHintAttributes.IS_VARIABLE_ROTATION, 0 },
{ TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 2 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 }
};
TSProgression.Add(TSHints.Clone());
TSProgression.Add(TSHintAttributes.IMAGE_NOISE, 1);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_POSITION, 1.0f);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_SIZE, 1.0f);
TSProgression.Add(TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 4);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_COLOR, 1.0f);
TSProgression.Add(TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 8);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_ROTATION, 1.0f);
}
public LT2BackBinaryTest(SchoolWorld w)
: base(w)
{
m_lastNShapes = new Shape[N_BACK + 1];
TSHints = new TrainingSetHints {
{ TSHintAttributes.IMAGE_NOISE, 0 },
{ TSHintAttributes.IS_VARIABLE_COLOR, 0 },
{ TSHintAttributes.IS_VARIABLE_SIZE, 0 },
{ TSHintAttributes.IS_VARIABLE_POSITION, 0 },
{ TSHintAttributes.IS_VARIABLE_ROTATION, 0 },
{ TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 2 },
{ TSHintAttributes.MAX_NUMBER_OF_ATTEMPTS, 10000 }
};
TSProgression.Add(TSHints.Clone());
TSProgression.Add(TSHintAttributes.IS_VARIABLE_COLOR, 1f);
TSProgression.Add(TSHintAttributes.IMAGE_NOISE, 1f);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_SIZE, 1f);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_POSITION, 1f);
TSProgression.Add(TSHintAttributes.IS_VARIABLE_ROTATION, 1f);
//TSProgression.Add(TSHintAttributes.NUMBER_OF_DIFFERENT_OBJECTS, 3f);
}
private void dataGridView1_SelectionChanged(object sender, EventArgs e)
{
Invoke((MethodInvoker)(() =>
{
LearningTaskNode ltNode = SelectedLearningTask;
// if no selection, clear table and return
if (ltNode == null)
{
tabControlLevels.TabPages.Clear();
prevGridViewSelection = null;
return;
}
// if there is no change, do nothing
if (ltNode.Equals(prevGridViewSelection))
{
return;
}
prevGridViewSelection = ltNode;
//
// LT text hint
//
richTextBoxLTInfo.Clear();
const string HTML_DIRECTORY = @"Resources\html";
string htmlFileName = (ltNode as LearningTaskNode).TaskType.Name + ".html";
string fullPath = MyResources.GetMyAssemblyPath() + "\\" + HTML_DIRECTORY + "\\" + htmlFileName;
if (File.Exists(fullPath))
{
// Create a file to write to.
string htmlPage = File.ReadAllText(fullPath);
string name = System.Text.RegularExpressions.Regex.Match(htmlPage, "<title>.*</title>").ToString();
if (name.Length > 0)
{
name = name.Split('>', '<')[2];
}
richTextBoxLTInfo.AppendText(name + "\r\n\r\n");
richTextBoxLTInfo.SelectAll();
richTextBoxLTInfo.SelectionFont = new Font(richTextBoxLTInfo.Font, FontStyle.Bold);
string description = System.Text.RegularExpressions.Regex.Match(htmlPage,
"Description(.*?)<td(.*?)</td>", System.Text.RegularExpressions.RegexOptions.Singleline).ToString();
if (description.Length > 0)
{
description = description.Split('>', '<')[4];
}
description = description.Replace(System.Environment.NewLine, "");
richTextBoxLTInfo.AppendText(description);
}
//
// LVL tab
//
tabControlLevels.TabPages.Clear();
Type ltType = ltNode.TaskType;
ILearningTask lt = LearningTaskFactory.CreateLearningTask(ltType);
TrainingSetHints hints = lt.TSProgression[0];
Levels = new List <LevelNode>();
LevelGrids = new List <DataGridView>();
Attributes = new List <List <AttributeNode> >();
AttributesChange = new List <List <int> >();
for (int i = 0; i < lt.TSProgression.Count; i++)
{
// create tab
LevelNode ln = new LevelNode(i + 1);
Levels.Add(ln);
TabPage tp = new TabPage(ln.Text);
tabControlLevels.TabPages.Add(tp);
// create grid
DataGridView dgv = new DataGridView();
dgv.Parent = tp;
dgv.Margin = new Padding(3);
dgv.Dock = DockStyle.Fill;
dgv.RowHeadersVisible = false;
dgv.SelectionMode = DataGridViewSelectionMode.FullRowSelect;
dgv.AllowUserToResizeRows = false;
// create attributes
Attributes.Add(new List <AttributeNode>());
if (i > 0)
{
hints.Set(lt.TSProgression[i]);
}
foreach (var attribute in hints)
{
AttributeNode an = new AttributeNode(attribute.Key, attribute.Value);
Attributes[i].Add(an);
// create tooltips
}
Attributes[i].Sort(Comparer <AttributeNode> .Create((x, y) => x.Name.CompareTo(y.Name)));
dgv.DataSource = Attributes[i];
dgv.Columns[0].Width = 249;
dgv.Columns[0].ReadOnly = true;
dgv.Columns[1].ReadOnly = true;
AttributesChange.Add(new List <int>());
if (i > 0)
{
foreach (var attribute in lt.TSProgression[i])
{
int attributeIdx = Attributes[i].IndexOf(new AttributeNode(attribute.Key.Name));
AttributesChange[i].Add(attributeIdx);
}
}
LevelGrids.Add(dgv);
dgv.ColumnWidthChanged += levelGridColumnSizeChanged;
dgv.CellFormatting += levelGrid_CellFormatting;
dgv.SelectionChanged += levelGrid_SelectionChanged;
dgv.ClearSelection();
tabControlLevels.Update();
}
}
));
}