private static void RunFoeQ()
{
var S = new StateSet();
var A = new JointActionSet();
var P = new Transition(S, A);
var Q_A = new FoeQTable();
var R = new Rewards();
var ERR = new Dictionary <int, double>();
var j = 0;
while (j <= 1000000)
{
//Initialize state according to Figure 4
var initialState = new State(2, 1, BallPossessor.B);
var done = false;
var currState = new State(3, 1, BallPossessor.B);
var actions = A.GetNextJointAction();
var playerAAction = actions.currplayer1Act;
var playerBAction = actions.player2act;
while (!done)
{
if (j % 20000 == 0)
{
Console.WriteLine(j);
}
var q_fig_4_initial = Q_A.getQval(initialState, Action.S, Action.X);
var nextState = P.GetNextState(currState, new JointAction(playerAAction, playerBAction));
var playerAReward = R.GetPlayerAReward(nextState);
var playerBReward = R.GetPlayerBReward(nextState);
if (playerAReward != 0.0 || playerBReward != 0.0)
{
done = true;
}
Q_A.UpdateQValue(currState, nextState, playerAAction, playerBAction, playerAReward);
if (currState.Equals(initialState) && playerAAction == Action.S && playerBAction == Action.X)
{
var q_fig_4 = Q_A.getQval(initialState, Action.S, Action.X);
var diff = Math.Abs(q_fig_4 - q_fig_4_initial);
ERR.Add(j, diff);
}
currState = nextState;
actions = A.GetNextJointAction();
playerAAction = actions.currplayer1Act;
playerBAction = actions.player2act;
++j;
}
}
using (StreamWriter sw = File.CreateText("output.csv"))
{
foreach (var kvp in ERR)
{
sw.WriteLine(kvp.Key + "," + kvp.Value);
}
}
}
private static void RunCorrelatedQ()
{
var S = new StateSet();
var A = new JointActionSet();
var P = new Transition(S, A);
var Q_Joint = new CorrelatedQTable();
var R = new Rewards();
var ERR = new Dictionary <int, double>();
var j = 0;
while (j <= 1000000)
{
//Initialize state according to Figure 4
var initialState = new State(2, 1, BallPossessor.B);
var gameOver = false;
var currentState = initialState;
var actions = A.GetNextJointAction();
var playerAAction = actions.CurrentPlayerAction;
var playerBAction = actions.OpposingPlayerAction;
while (!gameOver)
{
if (j % 20000 == 0)
{
Console.WriteLine(j);
}
var q_fig_4_initial = Q_Joint.GetCurrentPlayerQValue(initialState, Action.South, Action.Stick);
var nextState = P.GetNextState(currentState, new JointAction(playerAAction, playerBAction));
var playerAReward = R.GetPlayerAReward(nextState);
var playerBReward = R.GetPlayerBReward(nextState);
if (playerAReward != 0.0 || playerBReward != 0.0)
{
gameOver = true;
}
Q_Joint.UpdateQValue(currentState, nextState, playerAAction, playerBAction, playerAReward, playerBReward, gameOver);
if (currentState.Equals(initialState) && playerAAction == Action.South && playerBAction == Action.Stick)
{
var q_fig_4 = Q_Joint.GetCurrentPlayerQValue(initialState, Action.South, Action.Stick);
var diff = Math.Abs(q_fig_4 - q_fig_4_initial);
Console.WriteLine(diff);
ERR.Add(j, diff);
}
currentState = nextState;
actions = A.GetNextJointAction();
playerAAction = actions.CurrentPlayerAction;
playerBAction = actions.OpposingPlayerAction;
++j;
}
}
using (StreamWriter sw = File.CreateText("output.csv"))
{
foreach (var kvp in ERR)
{
sw.WriteLine(kvp.Key + "," + kvp.Value);
}
}
}
