public GameEffect ChooseBestAction(GameChoice choice, Game game)
{
game = game.Clone();
// Inform the game and its descendents that it is a hypothetical game, so all players use the strategy of the player doing the imagining
Readable_GamePlayer chooser = game.Get_ReadableSnapshot(choice.ControllerID);
game.Strategy = game.GetStrategy(chooser);
IEnumerable <GameEffect> effects = choice.Options;
// create the base game
Analyzed_GameState rootState = new Analyzed_GameState(game, null, null, this.GameEvaluator.EstimateWinProbabilities(game));
rootState.ChoosingPlayerID = choice.ControllerID;
// Put the first set of choices onto the starting gameState
this.PutGameOptions(rootState, choice);
// loop until we run out of time
while (rootState.NumDescendents < this.NumTimeSteps)
{
// Find the current best path and explore it for one more time unit
this.ProcessOnce(rootState);
double winProbability = rootState.WinProbabilities[choice.ControllerID];
if (winProbability == 0 || winProbability == 1)
{
break;
}
}
if (this.ShouldPrint)
{
Console.WriteLine("Plan for " + chooser.ToString());
rootState.printBestPath();
}
return(rootState.FavoriteChild.SourceEffect);
}
private void ProcessOnce(Analyzed_GameState gameState)
{
// follow the series of game states that we predict to take place in the actual game
while (gameState.FavoriteChild != null)
{
gameState = gameState.FavoriteChild;
}
// Generate a child game for each possibility
Game currentGame = gameState.Game;
this.PutGameOptions(gameState, currentGame.Get_NextChoice());
}
public Analyzed_GameState(Game resultantGame, Analyzed_GameState parent, GameEffect sourceEffect, Dictionary <ID <Readable_GamePlayer>, double> winProbabilities)
{
this.Game = resultantGame;
this.SourceEffect = sourceEffect;
//this.ChoosingPlayerID = choosingPlayerID;
this.winProbabilities = winProbabilities;
foreach (KeyValuePair <ID <Readable_GamePlayer>, double> entry in winProbabilities)
{
if (entry.Value < 0)
{
Console.WriteLine("Error: cannot have negative win probability");
}
}
this.Parent = parent;
}
private void PutGameOptions(Analyzed_GameState gameState, GameChoice choice)
{
if (choice.Options.Count() < 1)
{
Console.WriteLine("Error: a GameChoice must always have options");
}
gameState.ChoosingPlayerID = choice.ControllerID;
foreach (GameEffect effect in choice.Options)
{
// quickly do a lazy clone of the game (we just use pointers to the other game until anything actually changes)
Game newGame = gameState.Game.Clone();
// make a new effect and execute it
GameEffect clonedEffect = effect.Clone((GameEffect)null);
clonedEffect.Process(newGame);
new Analyzed_GameState(newGame, gameState, effect, this.GameEvaluator.EstimateWinProbabilities(newGame));
}
}
public void RemoveChild(Analyzed_GameState child)
{
this.Children.Remove(child);
this.InvalidateAggregates();
}
public void AddChild(Analyzed_GameState child)
{
this.Children.Add(child);
this.InvalidateAggregates();
}
