public IEnumerable <string> GetMacromanagementStuff()
{
Current_Tree = new MCTSAlgorithm(Owned_Agent.GetDeepCopy(), Enemy_Agent.GetDeepCopy());
foreach (var result in Current_Tree.GeneratePredictedAction(Owned_Agent.Created_Time.AddSeconds(15)))
{
if (result == null)
{
yield return("SURRENDER");
break;
}
yield return(result.Item1);
}
}
public IEnumerable <IEnumerable <double> > GetMacromanagementAccuracyReport(int number_of_simulations, AIAlgorithm algorithm)
{
var pomdp_results = new List <List <CostWorth> >();
var mcts_results = new List <List <CostWorth> >();
switch (algorithm)
{
case AIAlgorithm.POMDP:
Current_Tree = new POMDPAlgorithm(Owned_Agent.GetDeepCopy(), Enemy_Agent.GetDeepCopy());
break;
case AIAlgorithm.MCTS:
Current_Tree = new MCTSAlgorithm(Owned_Agent.GetDeepCopy(), Enemy_Agent.GetDeepCopy());
break;
}
try
{
for (int simulated = 0; simulated < number_of_simulations; simulated++)
{
mcts_results.Add(new List <CostWorth>());
DateTime end;
if (Owned_Agent.EndTime > Enemy_Agent.EndTime)
{
end = Owned_Agent.EndTime;
}
else
{
end = Enemy_Agent.EndTime;
}
foreach (var result in Current_Tree.GeneratePredictedAction(end))
{
if (result == null)
{
break;
}
mcts_results[0].Add(result.Item2);
}
}
}
catch (ArgumentException ex)
{
}
var random = Services.ModelRepositoryService.ModelService.GetModelService();
//Perform Euclidean Operations
try
{
var enemy_basis = String.Join(",", Enemy_Agent.Basis.Select(basis => Convert.ToDouble(basis.Item3)));
}
catch (ArgumentNullException ex)
{
}
string owned_basis = String.Join(",", Owned_Agent.Basis.Select(basis => Convert.ToDouble(basis.Item3)).Take(5));
var owned_results_mcts = mcts_results.Select(result => String.Join(",", result.Select(costworth => Convert.ToDouble(costworth)))).Take(5);
yield return(random.GetEuclideanMetric(owned_basis, owned_results_mcts));
}