internal async Task <(Dictionary <IAiFactory, (Double meanMoves, Double meanPower, Double meanSamples, Double sampleStdDev)> aggregates, CompletedSimulation worstSim, IAiFactory worstAi)> Simulate(IList <IAiFactory> aiFactories, ILevelGenerator levelGenerator, Int32 runCount, IProgress <Int32> progress)
{
var aggregates = new Dictionary <IAiFactory, (Double meanMoves, Double meanPower, Double meanSamples, Double sampleStdDev)>();
Int32 initialLevelSeed = NextLevelSeed;
CompletedSimulation worstSim = null;
IAiFactory worstAi = null;
foreach (var aiFactory in aiFactories)
{
var simulator = new Simulator(Parameters, levelGenerator, aiFactory, initialLevelSeed);
using Completer completer = Completer.Create(Path.Combine(OutputDirectory, $"RoverSim-{aiFactory.Name}.csv"), progress);
await simulator.SimulateAsync(runCount, completer.Consume);
NextLevelSeed = simulator.NextLevelSeed;
aggregates[aiFactory] = completer.GetAggregates();
worstSim = Completer.ChooseWorst(worstSim, completer.WorstSim);
if (worstSim == completer.WorstSim)
{
worstAi = aiFactory;
}
}
return(aggregates, worstSim, worstAi);
}
internal async Task <(Dictionary <IAiFactory, (Double meanMoves, Double meanPower, Double meanSamples, Double sampleStdDev)> aggregates, CompletedSimulation worstSim, IAiFactory worstAi)> Simulate(IList <IAiFactory> aiFactories, Int32 runCount)
{
var aggregates = new Dictionary <IAiFactory, (Double meanMoves, Double meanPower, Double meanSamples, Double sampleStdDev)>();
CompletedSimulation worstSim = null;
IAiFactory worstAi = null;
Int32 levelSeed = Rando.Next(Int32.MinValue, Int32.MaxValue);
foreach (var aiFactory in aiFactories)
{
var levelRand = new Random(levelSeed);
var levelGeneratorFactory = new OpenCheckingGeneratorFactory(new DefaultLevelGeneratorFactory(), 6);
var roverFactory = new DefaultRoverFactory();
var simulator = new Simulator(levelGeneratorFactory, roverFactory, aiFactory);
using (Completer completer = Completer.Create(Path.Combine(OutputDirectory, $"RoverSim-{aiFactory.Name}.csv")))
{
await simulator.SimulateAsync(runCount, completer.Consume);
aggregates[aiFactory] = completer.GetAggregates();
worstSim = Completer.ChooseWorst(worstSim, completer.WorstSim);
if (worstSim == completer.WorstSim)
{
worstAi = aiFactory;
}
}
}
return(aggregates, worstSim, worstAi);
}