static void Main(string[] args)
{
ThreeCardPokerFitness fitness = new ThreeCardPokerFitness()
{
HandsPerEvaluation = 100,
Type = ThreeCardPokerFitness.FitnessTypes.SquaredLosses
};
EvolutionEngine engine = new EvolutionEngine()
{
Parents = 200,
Children = 200,
FitnessFunction = fitness,
Generations = 200
};
var initial = new double[][] { new double[] { 1, 1, 1, 1, 1, 1 } };//{ new double[] { 1.0 / 3.0, 0, 1, 0, 1.0 / 3.0, 1.0 } };
var results = engine.Evolve(initial);
using (TextWriter writer = new StreamWriter("results.csv"))
{
writer.WriteLine("Generation,Fitness,P1_Queen,P1_King,P1_Ace,P2_Queen,P2_King,P2_Ace");
for (int i = 0; i < results.Generations.Length; i++)
{
writer.Write(i + "," + results.Generations[i].Fitness);
for (int j = 0; j < 6; j++)
{
writer.Write("," + results.Generations[i].Champion[j]);
}
writer.WriteLine();
}
}
}
static void Main(string[] args)
{
ThreeCardPokerFitness fitness = new ThreeCardPokerFitness()
{
HandsPerEvaluation = 100,
Type = ThreeCardPokerFitness.FitnessTypes.SquaredLosses
};
EvolutionEngine engine = new EvolutionEngine()
{
Parents = 200,
Children = 200,
FitnessFunction = fitness,
Generations = 200
};
var initial = new double[][] { new double[] { 1, 1, 1, 1, 1, 1 } };//{ new double[] { 1.0 / 3.0, 0, 1, 0, 1.0 / 3.0, 1.0 } };
var results = engine.Evolve(initial);
using (TextWriter writer = new StreamWriter("results.csv"))
{
writer.WriteLine("Generation,Fitness,P1_Queen,P1_King,P1_Ace,P2_Queen,P2_King,P2_Ace");
for (int i = 0; i < results.Generations.Length; i++)
{
writer.Write(i + "," + results.Generations[i].Fitness);
for (int j = 0; j < 6; j++)
writer.Write("," + results.Generations[i].Champion[j]);
writer.WriteLine();
}
}
}
static void Main(string[] args)
{
if (args.Length == 1 && args[0] == "-gen")
{
GenerateCondorFile();
return;
}
int handsPerEval = args[0].ToInt();
int faceoffs = args[1].ToInt();
int parents = args[2].ToInt();
ThreeCardPokerFitness fitness = new ThreeCardPokerFitness()
{
HandsPerEvaluation = handsPerEval,
RandomSamplingFaceoffs = faceoffs,
Type = ThreeCardPokerFitness.FitnessTypes.SquaredLosses,
EvalStrategy = ThreeCardPokerFitness.EvaluationStrategy.UCB1,
EvaluationType = ThreeCardPokerFitness.EvaluationTypes.RandomSampling
};
Console.WriteLine("Hands: {0}", fitness.HandsPerEvaluation);
Console.WriteLine("Faceoffs: {0}", fitness.RandomSamplingFaceoffs);
Console.WriteLine("Type: {0}", fitness.Type);
Console.WriteLine("EvalStrategy: {0}", fitness.EvalStrategy);
Console.WriteLine("EvalType: {0}", fitness.EvaluationType);
EvolutionEngine engine = new EvolutionEngine()
{
Parents = parents,
Children = parents,
FitnessFunction = fitness,
Generations = 500
};
var initial = new double[][] { new double[] { 1, 1, 1, 1, 1, 1 } };//{ new double[] { 1.0 / 3.0, 0, 1, 0, 1.0 / 3.0, 1.0 } };
var results = engine.Evolve(initial);
using (TextWriter writer = new StreamWriter(string.Format("sqloss_ucb_results_{0}eval_{1}faceoffs_parents{2}.csv",
fitness.HandsPerEvaluation,
fitness.RandomSamplingFaceoffs,
engine.Parents)))
{
writer.WriteLine("Generation,Fitness,P1_Queen,P1_King,P1_Ace,P2_Queen,P2_King,P2_Ace");
for (int i = 0; i < results.Generations.Length; i++)
{
writer.Write(i + "," + results.Generations[i].Fitness);
for (int j = 0; j < 6; j++)
{
writer.Write("," + results.Generations[i].Champion[j]);
}
writer.WriteLine();
}
}
}