protected override void Restart()
{
if (Birds != null)
{
var maxScore = Birds.Select(bird => bird.Score).Max();
if (maxScore >= 100)
{
var primeBird = Birds.First(bird => bird.Score == maxScore);
var weights = aiTrainingFramework.CurrentGenWeights[primeBird.Id];
JsonFileWriter.SerializeWeights(weights, @"D:\VS Projects\MachineLearningGames\flappyBirdWeights.json");
Environment.Exit(0);
}
var scores = Birds.Select(bird => (bird.Id, (bird.Score + 1) * aliveTime[bird.Id])).ToList();
Controllers = aiTrainingFramework.CreateNewControllers(scores);
}
aliveTime = Controllers.ToDictionary(c => c.Id, c => 0);
base.Restart();
}