private void __Run()
{
int EPOCHS = SolverConfig.GetInstance().epochs;
Console.WriteLine("Level: " + SolverConfig.GetInstance().level);
Console.WriteLine("Epochs: " + EPOCHS);
IExploration exp = new EGreedyExploration(SolverConfig.GetInstance().epsilon, 0f);
exp.Init(0f, 0f);
//tester.Start(new BoltzmannExploration(2, 0, -4));
_solver.Start(_tester);
//BasePool.StrongControl = true;
for (int e = 0; e < EPOCHS; e++)
{
while (_solver.Started)
{
_solver.Update();
}
_solver.Reset();
if (!_tester)
{
_solver.UpdateParams(e, EPOCHS);
}
Console.WriteLine(exp.ToString());
//BasePool.Instance.Check();
}
BasePool.Instance.Check();
Quit();
}
public void Run()
{
int EPOCHS = SolverConfig.GetInstance().epochs;
Console.WriteLine("Epochs: " + EPOCHS);
MazeExample tester = new MazeExample();
//BasePool.StrongControl = true;
IExploration exp = new EGreedyExploration(SolverConfig.GetInstance().epsilon, 0f);
exp.Init(0.02f, 0f);
//IExploration exp = new BoltzmannExploration(0.12f, 0.06f);
tester.Start(exp);
for (int e = 0; e < EPOCHS; e++)
{
while (tester.Started)
{
tester.Update();
}
tester.Reset();
tester.UpdateParams(e, EPOCHS);
//BasePool.Instance.Check();
}
BasePool.Instance.Check();
tester.Quit();
}
public Experiment1()
{
SolverConfig.GetInstance().Load(@".\config.json");
_timestamp = DateTime.Now.ToFileTime();
_logger = new Logger();
#if !DEBUG
_logger.Init(".\\app_" + _timestamp + ".log");
#endif
_logger.Log(JsonConvert.SerializeObject(SolverConfig.GetInstance()));
int asyncLearners = SolverConfig.GetInstance().async_learners;
_inputInterface = new InputInterface();
_encoder = new StateEncoder(_inputInterface);
_agent = new DDQN();
IExploration exp = new EGreedyExploration(SolverConfig.GetInstance().epsilon, 0f);
exp.Init(0.1f, 1f);
_solver = new Solver(_inputInterface, _encoder, _agent, exp, _logger);
}