public VirusInterface(Virus virus, int tilesize = 20, bool immediateAI = false, params String[] names) {
InitializeComponent();
this.virus = virus;
this.tileSize = tilesize;
this.immediateAI = immediateAI;
this.MouseClick += MouseClickHandler1;
this.Size = new Size(
virus.Size * tileSize + 17,
virus.Size * tileSize + 55);
this.names.Add("Player 0");
this.names.AddRange(names);
while (this.names.Count < virus.Players + 1) {
this.names.Add("Player " + this.names.Count);
}
//Save("Lalalafil");
agents = new Agent[this.names.Count];
int n = 1;
for (byte i = 1; i < this.names.Count; i++) {
String p = this.names[i];
switch (p) {
case "QAI":
agents[i] = new QAgent(i);
if (File.Exists("TrainingData.Q") && File.Exists("TrainingData.N")) {
((QAgent)agents[i]).Load("TrainingData");
((QAgent)agents[i]).TurnOffExploration();
((QAgent)agents[i]).TurnOffLearning();
}
this.names[i] = "AI " + n;
n++;
break;
case "AnnAI":
agents[i] = new AnnAgent(false, virus.Size, i);
this.names[i] = "AI " + n;
n++;
break;
case "MinimaxAI":
agents[i] = new MinimaxAgent(4,i);
this.names[i] = "AI " + n;
n++;
break;
case "MiniMaxMixAI":
if (File.Exists("TrainingData.Q"))
agents[i] = new MiniMaxMixAgent("TrainingData", 2, i);
else
agents[i] = new BruteForceAgent(i);
this.names[i] = "AI " + n;
n++;
break;
case "MixedAI":
agents[i] = new MixedAgent(0.5,false,i);
this.names[i] = "AI " + n;
n++;
break;
case "BruteAI":
agents[i] = new BruteForceAgent(i);
this.names[i] = "AI " + n;
n++;
break;
case "RandomAI":
agents[i] = new RandomAgent(i);
this.names[i] = "AI " + n;
n++;
break;
case "SimpleAI":
agents[i] = new SimpleAgent(i);
this.names[i] = "AI " + n;
n++;
break;
}
}
message = this.names[1] + "'s turn";
colors = new Color[virus.Players + 1];
colors[0] = Color.White;
colors[1] = Color.FromArgb(128, 160, 255);
colors[2] = Color.FromArgb(96, 255, 96);
if(virus.Players > 2)
colors[3] = Color.FromArgb(255, 96, 96);
if(virus.Players > 3)
colors[4] = Color.FromArgb(255, 255, 64);
Random rand = new Random();
for (int i = 5; i <= virus.Players; i++)
colors[i] = Color.FromArgb(rand.Next(256), rand.Next(256), rand.Next(256));
}
static void TrainMadQ(byte qnumber, QAgent agent, String logname, String savename, int iterations) {
Virus virus = new Virus(2, 5);
int wins = 0, wins2 = 0;
byte oppnumber = qnumber == 1 ? (byte)2 : (byte)1;
Agent opp = new MixedAgent(0.1, false, oppnumber);
StreamWriter writer = new StreamWriter(logname);
for (int i = 1; i <= iterations; i++) {
int winner = RunGame(virus, qnumber == 1 ? (Agent)agent : opp, qnumber == 2 ? (Agent)agent : opp);
wins += winner == 1 ? 1 : 0;
wins2 += winner == 1 ? 1 : 0;
if (i % 100 == 0) {
writer.WriteLine(wins2);
wins2 = 0;
}
if (i % 10000 == 0) {
agent.Save(savename);
Console.WriteLine("Iteration: " + i);
Console.WriteLine("Wins: " + wins);
wins = 0;
}
virus = new Virus(2, 5);
}
writer.Close();
}
public void StartGame(
Virus virus,
PerformedMoveCallback callback,
UpdatePiecesCallback piecesCallback,
EndCallback end,
string id,
params VirusPlayer[] players)
{
Random rand = new Random();
PerformedMove = callback;
UpdatePieces = piecesCallback;
End = end;
PlayerID = id;
this.virus = virus;
this.immediateAI = true;
this.MouseClick += MouseClickHandler1;
tileSize = 49;
this.Size = new Size(
virus.Size * tileSize + 17,
virus.Size * tileSize + 55);
int smallestSide = this.Size.Height < this.Size.Width ? this.Size.Height : this.Size.Width;
tileSize = smallestSide / virus.Size;
this.players.Add(new VirusPlayer("Player 0", "", Color.White));
this.players.AddRange(players);
while (this.players.Count < virus.Players + 1) {
this.players.Add(new VirusPlayer("BruteAI","AI",Color.FromArgb(rand.Next(256), rand.Next(256), rand.Next(256))));
}
//Save("Lalalafil");
agents = new Agent[this.players.Count];
int n = 1;
for (byte i = 1; i < this.players.Count; i++) {
String p = this.players[i].Name;
switch (p) {
case "AIQ":
agents[i] = new QAgent(i);
if (File.Exists("TrainingData.Q") && File.Exists("TrainingData.N")) {
((QAgent)agents[i]).Load("TrainingData");
((QAgent)agents[i]).TurnOffExploration();
((QAgent)agents[i]).TurnOffLearning();
}
//this.players[i].Name = "AI " + n;
n++;
break;
case "AIMQ":
agents[i] = new MemoryQAgent(i);
if (File.Exists("TrainingData.Q") && File.Exists("TrainingData.N")) {
((MemoryQAgent)agents[i]).Load("TrainingData");
((MemoryQAgent)agents[i]).TurnOffExploration();
}
//this.players[i].Name = "AI " + n;
n++;
break;
case "AIMinimax":
agents[i] = new MinimaxAgent(4,i);
//this.players[i].Name = "AI " + n;
n++;
break;
case "AIMiniMaxMix":
if (File.Exists("TrainingData.Q"))
agents[i] = new MiniMaxMixAgent("TrainingData", 2, i);
else
agents[i] = new BruteForceAgent(i);
//this.players[i].Name = "AI " + n;
n++;
break;
case "AIMixed":
agents[i] = new MixedAgent(0.5,false,i);
//this.players[i].Name = "AI " + n;
n++;
break;
case "AIBrute":
agents[i] = new BruteForceAgent(i);
//this.players[i].Name = "AI " + n;
n++;
break;
case "AIRandom":
agents[i] = new RandomAgent(i);
//this.players[i].Name = "AI " + n;
n++;
break;
case "AISimple":
agents[i] = new SimpleAgent(i);
//this.players[i].Name = "AI " + n;
n++;
break;
}
}
message = this.players[1].Name + "'s turn";
/*colors = new Color[virus.Players + 1];
colors[0] = Color.White;
colors[1] = Color.FromArgb(128, 160, 255);
colors[2] = Color.FromArgb(96, 255, 96);
if(virus.Players > 2)
colors[3] = Color.FromArgb(255, 96, 96);
if(virus.Players > 3)
colors[4] = Color.FromArgb(255, 255, 64);
for (int i = 5; i <= virus.Players; i++)
colors[i] = Color.FromArgb(rand.Next(256), rand.Next(256), rand.Next(256));*/
}