public override async void OnNavigatedTo(NavigationContext navigationContext)
{
base.OnNavigatedTo(navigationContext);
var latestNetwork = await _accessService.GetLatestNetwork();
_networkGeneration = latestNetwork.Generation;
_blackPlayer = EvolutionService.GetPlayer(latestNetwork.Network);
ChangeTurn();
}
private static void CalculateFitness(ref NeuralNetwork individual1, ref NeuralNetwork individual2)
{
var player1 = new NeuralNetworkPlayer(individual1);
var player2 = new NeuralNetworkPlayer(individual2);
var game = new Game(player1, player2);
if (game.Draw)
{
individual1.Fitness -= 10;
individual2.Fitness -= 10;
}
else
{
((NeuralNetworkPlayer)game.Winner).Network.Fitness += game.PlayerPeaces(game.Winner) + (game.PlayerQueens(game.Winner) * 2) + 10;
((NeuralNetworkPlayer)game.Loser).Network.Fitness -= 10;
}
}
public Player ClonePlayer(Player player)
{
if (player.GetType() == typeof(HumanPlayer))
{
HumanPlayer copy = new HumanPlayer(player);
return(copy);
}
else if (player.GetType() == typeof(RandomPlayer))
{
RandomPlayer copy = new RandomPlayer(player);
return(copy);
}
else if (player.GetType() == typeof(MonteCarloPlayer))
{
MonteCarloPlayer copy = new MonteCarloPlayer(player);
return(copy);
}
else if (player.GetType() == typeof(MonteCarloUpgradePlayer))
{
MonteCarloUpgradePlayer copy = new MonteCarloUpgradePlayer(player);
return(copy);
}
else if (player.GetType() == typeof(DynamicGreedyPlayer))
{
DynamicGreedyPlayer copy = new DynamicGreedyPlayer(player);
return(copy);
}
else if (player.GetType() == typeof(NeuralNetworkPlayer))
{
NeuralNetworkPlayer copy = new NeuralNetworkPlayer(player);
return(copy);
}
else
{
return(null);
}
}
public DemoViewModel(IAccessService accessService, INotificationService notificationService)
{
_accessService = accessService;
_notificationService = notificationService;
_timer = new Timer(3000)
{
AutoReset = true
};
_timer.Elapsed += (sender, args) => ChangeTurn();
BindingOperations.EnableCollectionSynchronization(Board, new object());
StartGameCommand = new DelegateCommand(async() =>
{
var whiteNetwork = await _accessService.GetByGeneration(WhiteGeneration);
var blackNetwork = await _accessService.GetByGeneration(BlackGeneration);
_whitePlayer = EvolutionService.GetPlayer(whiteNetwork.Network);
_blackPlayer = EvolutionService.GetPlayer(blackNetwork.Network);
Reset();
_timer.Start();
});
}
