public MCTS(POGame poGame, Dictionary <string, List <Card> > decksDict, Dictionary <string, double> probsDict,
int turnDepth = 1, int timeBudget = 2000, SelectionStrategy selectionStrategy = SelectionStrategy.UCT,
StateRateStrategy stateRateStrategy = StateRateStrategy.Greedy, double explorationConstant = 0.5)
{
TurnDepth = turnDepth;
COMPUTATIONAL_BUDGET = timeBudget;
EXPLORATION_CONSTANT = explorationConstant;
Selection = selectionStrategy;
StateRate = stateRateStrategy;
player = poGame.CurrentPlayer;
Root = new Node(poGame, player.PlayerId);
InitialState = poGame;
InitializeNode(Root, InitialState);
DecksDict = decksDict;
ProbabilitiesDict = probsDict;
ActionEstimator = new ActionEstimator(DecksDict, ProbabilitiesDict);
//poGame.CurrentPlayer.Options().ForEach(task => Console.Write(task + " "));
//Console.WriteLine();
}
public static Func <POGame, Controller, int> GetStateRateStrategy(StateRateStrategy strategy)
{
return(StateRateStrategiesDict.GetValueOrDefault(strategy, StateRateStrategiesDict[StateRateStrategy.Greedy]));
}
