/// <summary>
/// Return an action according to an epsilon greedy policy.
/// Means either best or random.
/// </summary>
/// <param name="epsilon">The chance of the action being random</param>
/// <param name="state"></param>
protected Actione TakeEpsilonGreedyAction(double epsilon, State state, Random rand)
{
Actione action;
if (rand.NextDouble() <= epsilon)
{
action = new Actione(rand.Next(Control.ActionNum));
}
else
{
action = getMaxAction(Control, state, false);
}
Control.DoAction(action);
return(action);
}
/// <summary>
/// Take the best legal action (according to Bot's policy) in the given game state.
/// </summary>
public void TakeAction(GameControlBase control, State state)
{
Actione action = getMaxAction(control, state, true);
control.DoAction(action);
}