public void GetBestMoveTest(string input, Color color1, Color color2, int expeceted)
{
var matrix = input.StringToByteMatrix(10);
var weights = new TsitsiklisWeights(1, 3);
var algorithm = new Tsitsiklis(weights);
var manager = new BoardManager(matrix);
manager.SpawnPill(color1, color2);
var engine = new AiEngine(algorithm);
var bestMove = engine.GetNextMove(manager);
Assert.AreEqual(expeceted, bestMove.Fitness);
}
public void MovesAreCorrect(string input, Move[] expeceted)
{
var matrix = input.StringToByteMatrix(8);
var weights = new AiWeights()
{
PillsCleared = -100,
WellSums = 1,
NumberOfHoles = 10,
};
var algorithm = new FeatureAi(weights);
var manager = new BoardManager(matrix);
manager.SpawnPill(Color.Red, Color.Blue);
var engine = new AiEngine(algorithm);
var bestMove = engine.GetNextMove(manager);
var moves = bestMove.Moves;
Assert.IsTrue(bestMove.IsValid);
Console.WriteLine(JsonConvert.SerializeObject(bestMove));
foreach (var move in moves)
{
manager.Move(move);
Console.WriteLine(manager.GameBoard.MatrixToString(manager.ActivePill));
}
while (manager.ActivePill != null)
{
manager.Move(Move.Down);
Console.WriteLine(manager.GameBoard.MatrixToString(manager.ActivePill));
}
Assert.AreEqual(expeceted.Where(x => x == Move.Right).Count(), moves.Where(x => x == Move.Right).Count());
Assert.AreEqual(expeceted.Where(x => x == Move.Left).Count(), moves.Where(x => x == Move.Left).Count());
Assert.AreEqual(expeceted.Where(x => x == Move.RotateLeft).Count(),
moves.Where(x => x == Move.RotateLeft).Count());
Assert.AreEqual(expeceted.Where(x => x == Move.RotateRight).Count(),
moves.Where(x => x == Move.RotateRight).Count());
Assert.That(bestMove.Fitness, Is.AtMost(1), "Fitness");
}
static void Main(string[] args)
{
var uiEnabled = false;
var gameCount = 0;
Engine.Random.Instance().SetNewSeed(123);
_colorMap = MapColors();
var httpclient = new ApiClient.ApiClient(new Uri("http://localhost:3000"));
var algorithmSettings = new AlgorithmSetting <AiWeights>();
var moves = new Stack <Move>();
while (true)
{
try
{
algorithmSettings = httpclient.GetAlgorithmSettings <FeatureAi, AiWeights>(
new AlgorithmSetting <AiWeights> {
Name = "Dr Mario - Engine"
});
}
catch (Exception e)
{
Console.WriteLine(e);
Console.WriteLine($"Error: retrying in a sec");
Thread.Sleep(1000);
continue;
}
var gameManager = new GameManager(20, 10);
gameManager.AddBacterias(15, 3);
var ai = new AiEngine(new FeatureAi(algorithmSettings.Weights));
IEnumerator moveIterator = null;
AI.Move aiMove = null;
var blockNumber = -1;
while (!gameManager.GameState.IsGameOver())
{
if (uiEnabled)
{
PrintState(gameManager, moves, aiMove);
}
Thread.Sleep(2);
gameManager.OnGameLoopStep();
if (moveIterator != null && moveIterator.MoveNext())
{
gameManager.MoveBlock((Move)moveIterator.Current);
moves.Push((Move)moveIterator.Current);
continue;
}
// Make sure we only calculate best move once per spawned block.
if (blockNumber != gameManager.GameStats.PillsSpawned)
{
aiMove = ai.GetNextMove(gameManager.BoardManager);
moveIterator = aiMove.Moves.GetEnumerator();
blockNumber = gameManager.GameStats.PillsSpawned;
}
if (gameManager.Bacterias.Count < BacteriaCount)
{
var color = gameManager.Bacterias.GroupBy(x => x.Color).OrderByDescending(o => o.Count()).First().Key;
gameManager.AddBacteria(color);
}
}
if (uiEnabled)
{
Console.Clear();
Console.Write("Game Over {0}", gameManager.GameStats.Fitness);
Console.WriteLine();
Console.WriteLine();
}
else
{
Console.Write("{0}, ", gameManager.GameStats.Fitness);
}
try
{
httpclient.PostStats(new GameResult <AiWeights>(algorithmSettings)
{
PillsSpawned = gameManager.GameStats.PillsSpawned,
Bacterias = gameManager.GameStats.TotalBacteriaClearings,
Pills = gameManager.GameStats.TotalPillClearings,
Fitness = gameManager.GameStats.Fitness
});
gameCount++;
}
catch (Exception e)
{
Console.WriteLine(e);
Thread.Sleep(1000);
}
Thread.Sleep(50);
if (uiEnabled)
{
Thread.Sleep(5000);
}
}
}