private void NextEpisode(SMDPAgent agent)
{
config = RLConfig.Load("RLConfig.xml");
if (this.Episodes > config.numEpisodes)
{
return;
}
Console.WriteLine("Gets to NextEpisode() {0} times", cnt++);
if (this.Episodes == 0)
{
fitness = 1;
sum = 0;
counter = 0;
}
this.Episodes++;
agent.setEpsilon(config.lambda);
fitness = RLGameWorld.FitnessValue(agent);
reward = fitness; // This is to send a reward to endEpisode
sum += fitness;
if (this.Episodes % count_fit == 0)
{
counter++;
average_fitness = sum / count_fit;
// recordPerformance(this.Episodes, fitness);
recordPerformance(counter, average_fitness);
sum = 0;
}
//this.Previous = this.Current;
//this.Current = this.Next;
//this.Next = new KPEnvironment(this.Episode + 1);
}
public static void Main(string[] args)
{
RLGameWorld ng = new RLGameWorld();
Thread play = new Thread(new ThreadStart(ng.Game));
play.IsBackground = true;
play.Start();
config = RLConfig.Load("RLConfig.xml");
RLProgram mainprog = new RLProgram();
Console.WriteLine("Gets here before it calls main program visualize = {0} and learning ={1}", config.visualize, config.learning);
if (config.visualize == 0 && config.learning == 1)
{
Console.WriteLine("Gets to call main program ");
mainprog.AllEpisodes();
}
Console.WriteLine("It got here");
Console.ReadLine();
}