public GameAndTrainingData RunGame(IBot bot1, IBot bot2)
{
const int drawLimit = 1000;
TrainingData p1TrainingData = new TrainingData();
TrainingData p2TrainingData = new TrainingData();
GameData gameData = new GameData()
{
P1Name = bot1.Name,
P2Name = bot2.Name
};
GameDataController gameDataController = new GameDataController(gameData);
bot1.NewGame(bot2.Name);
bot2.NewGame(bot1.Name);
while (gameData.currentDrawStreak < drawLimit)
{
Battle battle = new Battle(bot1.GetNextWeaponChoice(), bot2.GetNextWeaponChoice());
if (gameData.currentDrawStreak > 0)
{
p1TrainingData.AddInputs(gameData.currentDrawStreak, 1000 - gameData.P1WinCount, 1000 - gameData.P2WinCount, 100 - gameData.P1DynamiteUsed, 100 - gameData.P2DynamiteUsed);
p2TrainingData.AddInputs(gameData.currentDrawStreak, 1000 - gameData.P2WinCount, 1000 - gameData.P1WinCount, 100 - gameData.P2DynamiteUsed, 100 - gameData.P1DynamiteUsed);
p1TrainingData.AddOutputs(battle.P1Weapon);
p2TrainingData.AddOutputs(battle.P2Weapon);
}
gameDataController.NewBattle(battle);
bot1.HandleBattleResult(battle.P1BattleResult, battle.P1Weapon, battle.P2Weapon);
bot2.HandleBattleResult(battle.P2BattleResult, battle.P2Weapon, battle.P1Weapon);
if (gameData.victory != Victory.unknown)
{
return(new GameAndTrainingData {
gameData = gameData, P1TrainingData = p1TrainingData, P2TrainingData = p2TrainingData
});
}
}
gameData.victory = Victory.PlayersKeepDrawing;
gameData.VictoryReason = "Players have drawed for over :" + (drawLimit * 10).ToString();
return(new GameAndTrainingData {
gameData = gameData, P1TrainingData = p1TrainingData, P2TrainingData = p2TrainingData
});
}
public Weapon GetNextWeaponChoice()
{
if (currentDrawStreak == 0)
{
return((Weapon)rand.Next(3));
}
var probs = network.GetProbVector(currentDrawStreak, MyWinsLeft, EnemyWinsLeft, DynamiteLeft, EnemyDynamiteLeft);
CollectedData.AddInputs(currentDrawStreak, MyWinsLeft, EnemyWinsLeft, DynamiteLeft, EnemyDynamiteLeft);
CollectedData.Outputs.Add(new double[] { probs.dynProb, probs.watProb, probs.rpsProb });
probs = probs.Normalise();
var weaponChoice = rand.NextDouble();
if (weaponChoice < probs.watProb)
{
return(Weapon.WaterBallon);
}
if (weaponChoice < probs.watProb + probs.dynProb)
{
return(Weapon.Dynamite);
}
return((Weapon)rand.Next(3));// returns rock, paper, scissors randomly.
}
