static void TrainQ(int size, byte qnumber, QAgent agent, String opponent, String logname, String savename, int iterations, int saveinterval = 360)
{
Virus virus = new Virus(2, size);
int wins = 0, wins2 = 0;
byte oppnumber = qnumber == 1 ? (byte)2 : (byte)1;
Agent opp = new BruteForceAgent(oppnumber);
StreamWriter writer = new StreamWriter(logname);
for (int i = 1; i <= iterations; i++)
{
switch (opponent)
{
case "brute":
break;
case "minimax4":
opp = new MinimaxAgent(4, oppnumber);
break;
case "minimax3":
opp = new MinimaxAgent(3, oppnumber);
break;
case "minimax2":
opp = new MinimaxAgent(2, oppnumber);
break;
default:
opp = new BruteForceAgent(oppnumber);
break;
}
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)
{
if (agent.RandomRate == 0)
{
writer.WriteLine(wins2);
}
wins2 = 0;
}
if (i % saveinterval == 0)
{
agent.Save(savename);
Console.WriteLine("Iteration: " + i);
Console.WriteLine("Wins: " + wins);
wins = 0;
if (agent.RandomRate > 0)
{
agent.TurnOffExploration();
agent.TurnOffLearning();
for (int j = 1; j <= 1000; j++)
{
virus = new Virus(2, size);
winner = RunGame(virus, qnumber == 1 ? (Agent)agent : opp, qnumber == 2 ? (Agent)agent : opp);
wins += winner == 1 ? 1 : 0;
}
writer.WriteLine(wins);
wins = 0;
agent.TurnOnExploration();
agent.TurnOnLearning();
}
}
virus = new Virus(2, size);
}
writer.Close();
}