static void Main(string[] args)
{
// AI plays both players
TicTacDefinition theDefinition = new TicTacDefinition();
AI theAI = new AI(theDefinition, AI.PlayerNumberEnum.AI_PLAYS_BOTH);
// To train the AI, play plenty of games...
for (int i = 0; i < 100000; i++)
{
bool debug = (i % 2000 == 0);
theAI.NewGame();
State state = theDefinition.CreateFirstState();
Action action = null;
bool finished = false;
while (!finished)
{
action = theAI.SelectAction(state);
state = theDefinition.CreateNextState(state, action);
if (debug)
{
theDefinition.DebugPrint(state);
//theAI.DebugPrintActions(state);
}
finished = theDefinition.IsEndState(state);
theAI.EarnReward(theDefinition.Reward(state), finished?1:2);
state = theDefinition.TogglePlayer(state);
}
// After the game ended, another reward call will update also the other player
theAI.EarnReward(theDefinition.Reward(state), 2);
if (debug)
{
Console.WriteLine("Game {0} ended.", i + 1);
}
}
Console.ReadLine();
}
