static void _2048(Random r)
{
for (int i = 0; i < 50; ++i)
{
Pool p = new Pool(16, 4, r);
p.Population = 500;
Agent2048 a2 = new Agent2048(r);
a2.Execute = 5;
a2.FailLimit = 1;
a2.InputMode = 3;
a2.Fit = (int score, int logScore, int bitScore) =>
{
double fit;
fit = (long)score * score * score;
return((long)fit);
};
Writer w = new Writer(new FileInfo(string.Format("D://NEAT/2048/CubeScoreInput3/Data{0}.txt", i)));
Data2048Dictionary d2d = new Data2048Dictionary();
p.Agent = a2;
p.DeltaThreshold = 10;
p.DeltaDisjoint = 10;
p.DeltaWeight = 4;
p.LinkMutationChance = 0.75;
p.ConnectionMutationChance = 0.5;
p.NodeMutationChance = 0.2;
p.WritePlayData = true;
p.WriteSpecies = true;
p.Writer = w;
p.DataDictionary = d2d;
w.Start(p, a2.Execute);
p.Initialize();
p.DisplayTop = int.MaxValue;
for (int k = 0; k < 300; ++k)
{
p.Evaluate();
}
}
}
public DataDictionary Read()
{
DataDictionary d = null;
StreamReader sr = new StreamReader(Filename);
string data;
while ((data = sr.ReadLine()) != null)
{
JObject j;
if (data.StartsWith("\"Settings\""))
{
j = JObject.Parse(data.Substring(11));
Execution = j["Execution"].ToObject <int>();
Population = j["Population"].ToObject <int>();
DeltaThreshold = j["DeltaThreshold"].ToObject <double>();
DeltaDisjoint = j["DeltaDisjoint"].ToObject <double>();
DeltaWeight = j["DeltaWeight"].ToObject <double>();
PerturbChance = j["PerturbChance"].ToObject <double>();
StepSize = j["StepSize"].ToObject <double>();
LinkMutationChance = j["LinkMutationChance"].ToObject <double>();
ConnectionMutationChance = j["ConnectionMutationChance"].ToObject <double>();
NodeMutationChance = j["NodeMutationChance"].ToObject <double>();
EnableMutationChance = j["EnableMutationChance"].ToObject <double>();
DisableMutationChance = j["DisableMutationChance"].ToObject <double>();
SurviveRate = j["SurviveRate"].ToObject <double>();
Staleness = j["Staleness"].ToObject <int>();
JToken inputToken = j["InputMode"];
if (inputToken == null)
{
InputMode = 0;
}
else
{
InputMode = inputToken.ToObject <int>();
}
JToken gametoken = j["Game"];
if (gametoken == null)
{
GameFactory = new SnakeGameFactory(16, 16);
pool = new Pool(24, 4, null);
}
else
{
string game = gametoken.ToString();
if (game.StartsWith("Snake"))
{
string[] ds = game.Split('_');
GameFactory = new SnakeGameFactory(int.Parse(ds[1]), int.Parse(ds[2]));
pool = new Pool(24, 4, null);
}
else if (game.Equals("2048"))
{
GameFactory = new Game2048Factory();
pool = new Pool(16, 4, null);
}
else if (game.Equals("Pacman"))
{
GameFactory = new PacmanGameFactory();
pool = new Pool(1, 4, null);
}
}
d = GameFactory.GetDataDictionary();
}
else if (data.StartsWith("\"Gen\""))
{
j = JObject.Parse(data.Substring(6));
Gen = j["gen"].ToObject <int>();
Genome g = new Genome(pool);
Best.Add(g);
g.GenomeId = j["BestGenome"]["Id"].ToObject <int>();
g.FromGeneration = j["BestGenome"]["From"].ToObject <int>();
g.Fitness = j["BestGenome"]["Fitness"].ToObject <long>();
d.CreateScore(g.GenomeId, 1);
d.AddScore(g.GenomeId, j["BestGenome"]["topScore"].ToObject <int>(), 0);
g.ExecutionTime = j["BestGenome"]["ExecutionTime"].ToObject <long>();
}
else if (data.StartsWith("\"Genome\""))
{
j = JObject.Parse(data.Substring(9));
var ja = j.SelectToken("Genes");
foreach (JObject item in ja)
{
Gene gene = new Gene(item["In"].ToObject <int>(), item["Out"].ToObject <int>(),
item["Weight"].ToObject <double>(), item["Enable"].ToObject <bool>(), item["Innovation"].ToObject <int>());
Best[Gen].Genes.Add(gene);
}
ja = j.SelectToken("food");
if (ja != null)
{
SnakeDataDictionary sdd = d as SnakeDataDictionary;
LinkedList <Square> foods = new LinkedList <Square>();
foreach (var food in ja)
{
foods.AddLast(new Square(food[0].ToObject <int>(), food[1].ToObject <int>()));
}
sdd.AddFood(Best[Gen].GenomeId, foods);
}
ja = j.SelectToken("cells");
if (ja != null)
{
Data2048Dictionary d2d = d as Data2048Dictionary;
LinkedList <CreatedCells> cc = new LinkedList <CreatedCells>();
foreach (var cells in ja)
{
cc.AddLast(new CreatedCells(cells[0].ToObject <int>(), cells[1].ToObject <int>() == 2));
}
d2d.AddCells(Best[Gen].GenomeId, cc);
}
}
else if (data.StartsWith("\"Species\""))
{
}
}
return(d);
}
