public List <Card> SelectTrick(ScopaGame game, AIScopaPlayer player, Card selectedCard)
{
if (selection.SelectedCard != null && player.IsHolding((Card)selection.SelectedCard))
{
return(selection.SelectedTrick);
}
selection = DoTrickSelection(game, player, selectedCard);
return(selection.SelectedTrick);
}
public WeightedTreeNode(WeightedTreeNode parent)
{
this.parent = parent;
this.children = new List <WeightedTreeNode>();
this.selection = new WeightedSelection();
if (parent != null)
{
parent.children.Add(this);
}
}
private WeightedSelection DoLevelSelection(GameState state)
{
WeightedSelection selection = new WeightedSelection();
if (state.Hand.Count == 1)
{
selection = DoLevelTrickSelection(state, state.Hand[0]);
return(selection);
}
List <Card> playable = state.Hand.FindAll(a => !state.PossibleActions[a].IsThrowable);
if (playable.Count > 0)
{
// Always take the Sette Bello
if (playable.Contains <Card>(Card.SetteBello))
{
selection = DoLevelTrickSelection(state, Card.SetteBello);
return(selection);
}
List <WeightedSelection> possibles = new List <WeightedSelection>();
foreach (Card card in playable)
{
possibles.Add(DoLevelTrickSelection(state, card));
}
List <WeightedSelection> actuals = Utilities.MaximumElements <WeightedSelection>(possibles, a => a.Weight);
selection = actuals[0];
return(selection);
}
// All cards in hand are throwable
Card?bestThrow = null;
int maxWeight = Int32.MinValue;
foreach (Card card in state.Hand)
{
// TODO: This does not take into account that throwing a card can enable a trick,
// which should be given more weight than throwing a card that does not do so.
int weight = -CalculateWeight(state.Tracker, card, new List <Card>(), false);
if (weight > maxWeight)
{
bestThrow = card;
maxWeight = weight;
}
}
selection.SelectedCard = bestThrow;
selection.SelectedTrick = new List <Card>();
selection.Weight = maxWeight;
return(selection);
}
public WeightedTreeNode BuildTree(ScopaGame game, IScopaPlayer player, int maxDepth)
{
WeightedTreeNode root = new WeightedTreeNode(null);
GameState state = new GameState();
state.Table = game.Table;
state.PossibleActions = game.PossibleActions;
state.Tracker = player.GetPossibleScores(new List <Card>(), false);
state.Hand = new List <Card>(player.Hand);
List <object[]> queue = new List <object[]>()
{
new object[] { root, state, 0, },
};
while (queue.Count > 0)
{
WeightedTreeNode currNode = queue[0][0] as WeightedTreeNode;
GameState currState = queue[0][1] as GameState;
int depth = (int)(queue[0][1] as int?);
queue.RemoveAt(0);
if (depth > 0 && depth < maxDepth)
{
WeightedSelection selection = DoLevelSelection(currState);
List <Card> trick = new List <Card>(selection.SelectedTrick);
trick.Add((Card)selection.SelectedCard);
GameState childState = new GameState();
childState.Table = new List <Card>(game.Table);
childState.Table.RemoveAll(a => trick.Contains(a));
childState.PossibleActions = new PlayerActions(); // AbstractScopaGame.EnumerateAll(childState.Table, selection.SelectedCard);
childState.Tracker = currState.Tracker.GetPossibleScores(trick, currState.Table.Count == selection.SelectedTrick.Count);
childState.Hand = new List <Card>(currState.Hand);
childState.Hand.Remove((Card)selection.SelectedCard);
queue.Add(new object[] { new WeightedTreeNode(currNode), childState, depth + 1, });
currNode.Selection = selection;
}
}
return(root);
}
private WeightedSelection DoTrickSelection(ScopaGame game, AIScopaPlayer player, Card selectedCard)
{
List <List <Card> > possibleTricks = game.PossibleActions[selectedCard].PossibleTricks;
List <Card> bestTrick = null;
int maxWeight = Int32.MinValue;
foreach (List <Card> trick in possibleTricks)
{
int weight = CalculateWeight(player, selectedCard, trick, game.Table.Count == trick.Count);
if (weight > maxWeight)
{
bestTrick = trick;
maxWeight = weight;
}
}
WeightedSelection selection = new WeightedSelection();
selection.SelectedCard = selectedCard;
selection.SelectedTrick = bestTrick;
selection.Weight = maxWeight;
return(selection);
}
private WeightedSelection DoLevelTrickSelection(GameState state, Card selectedCard)
{
List <List <Card> > possibleTricks = state.PossibleActions[selectedCard].PossibleTricks;
List <Card> bestTrick = null;
int maxWeight = Int32.MinValue;
foreach (List <Card> trick in possibleTricks)
{
int weight = CalculateWeight(state.Tracker, selectedCard, trick, state.Table.Count == trick.Count);
if (weight > maxWeight)
{
bestTrick = trick;
maxWeight = weight;
}
}
WeightedSelection selection = new WeightedSelection();
selection.SelectedCard = selectedCard;
selection.SelectedTrick = bestTrick;
selection.Weight = maxWeight;
return(selection);
}
