public SnakeGameEvaluatorSmart(SimpleSnakeWorldParams _swparams, IInputMapper _inputMapper, IOutputMapper _outputMapper, int _trialsPerEvaluation, int _maxTicksWithoutEating)
{
this._swparams = _swparams;
this._inputMapper = _inputMapper;
this._outputMapper = _outputMapper;
this._trialsPerEvaluation = _trialsPerEvaluation;
this._maxTicksWithoutEating = _maxTicksWithoutEating;
}
public PositionalWithMultipleDirectionsInputMapper(SimpleSnakeWorldParams sp)
{
_height = sp.Height;
_width = sp.Width;
_maxFood = sp.MaxFood;
_startLen = sp.StartLen;
_inputCount = _maxFood * 3 + _startLen * 2 + 4; //per ogni cibo 3 inputs = 2 per la posizione e 1 per la validità
//forse da aggiungere la direzione dello snake come input...
_foodCoordinatesNumber = _maxFood * 2;
}
/// <summary>
/// Initialize the experiment with some optional XML configutation data.
/// </summary>
public void Initialize(string name, XmlElement xmlConfig)
{
_name = name;
_populationSize = XmlUtils.GetValueAsInt(xmlConfig, "PopulationSize");
_specieCount = XmlUtils.GetValueAsInt(xmlConfig, "SpecieCount");
_activationScheme = ExperimentUtils.CreateActivationScheme(xmlConfig, "Activation");
_complexityRegulationStr = XmlUtils.TryGetValueAsString(xmlConfig, "ComplexityRegulationStrategy");
_complexityThreshold = XmlUtils.TryGetValueAsInt(xmlConfig, "ComplexityThreshold");
//snake specific params
_swparams = SnakeUtils.GetParamsFromXml(xmlConfig);
_trialsPerEvaluation = XmlUtils.TryGetValueAsInt(xmlConfig, "TrialsPerEvaluation") ?? _trialsPerEvaluation;
_maxTicksWithoutEating = XmlUtils.TryGetValueAsInt(xmlConfig, "MaxTicksWithoutEating") ?? (_swparams.Height * _swparams.Width + _swparams.TicksBetweenFood);
_inputMapperName = XmlUtils.TryGetValueAsString(xmlConfig, "InputMapping") ?? _inputMapperName;
_outputMapperName = XmlUtils.TryGetValueAsString(xmlConfig, "OutputMapping") ?? _outputMapperName;
_description = XmlUtils.TryGetValueAsString(xmlConfig, "Description");
_parallelOptions = ExperimentUtils.ReadParallelOptions(xmlConfig);
_eaParams = new NeatEvolutionAlgorithmParameters();
_eaParams.SpecieCount = _specieCount;
_neatGenomeParams = new NeatGenomeParameters();
_neatGenomeParams.FeedforwardOnly = _activationScheme.AcyclicNetwork;
//string nameoftype = (string ) typeof(GridInputMapper).GetProperty("Name", BindingFlags.Public | BindingFlags.Static | BindingFlags.FlattenHierarchy).GetValue(null, null);
Type inputType = Assembly.GetAssembly(typeof(IInputMapper)).GetTypes().Where(myType => myType.IsClass && !myType.IsAbstract && (typeof(IInputMapper).IsAssignableFrom(myType)) &&
_inputMapperName == (string)myType.GetProperty("Name", BindingFlags.Public | BindingFlags.Static | BindingFlags.FlattenHierarchy).GetValue(null, null)).First();
_inputMapper = (IInputMapper)Activator.CreateInstance(inputType, _swparams);
Type outputType = Assembly.GetAssembly(typeof(IOutputMapper)).GetTypes().Where(myType => myType.IsClass && !myType.IsAbstract && (typeof(IOutputMapper).IsAssignableFrom(myType)) &&
_outputMapperName == (string)myType.GetProperty("Name", BindingFlags.Public | BindingFlags.Static | BindingFlags.FlattenHierarchy).GetValue(null, null)).First();
_outputMapper = (IOutputMapper)Activator.CreateInstance(outputType);
//foreach (Type type in
//Assembly.GetAssembly(typeof(IInputMapper)).GetTypes().Where(myType => myType.IsClass && !myType.IsAbstract && myType.IsSubclassOf(typeof(IInputMapper) )))
//{
// SnakeRunnerFactory srf = (SnakeRunnerFactory) Activator.CreateInstance(type, swOriginal);
// if (srf.Name == _ioLayers)
// {
// _srf = srf;
// break;
// }
//}
}
public GridWithMultipleDirectionsInputMapper(SimpleSnakeWorldParams sp)
{
_height = sp.Height;
_width = sp.Width;
_inputCount = _height * _width + 4;
}
public GridInputMapper(SimpleSnakeWorldParams sp)
{
_height = sp.Height;
_width = sp.Width;
_inputCount = _height * _width;
}