public bool simulate()
{
GameResult gameResult = judgeLastMove();
if (gameResult == GameResult.ComputerWon)
{
return(true);
}
// 建立模拟所需数据结构
GobangGameState localGameState = (GobangGameState)this.Clone();
/*GobangPoint[,] localBoardState = gameState.boardState; // 棋盘
* HashSet<GobangPoint> localUnplacedPoints = findUnplacedPoints(localBoardState);*/
PieceType curPieceType = PieceType.Computer;
// 模拟
do
{
curPieceType = (curPieceType == PieceType.Computer ? PieceType.Player : PieceType.Computer);
GobangPoint point = randomlySelectPoint(localGameState.unplacedPoints);
if (point == null)
{
return(false);
}
point.pieceType = curPieceType;
GobangMove move = new GobangMove(point);
localGameState.placePiece(move);
gameResult = localGameState.judgeLastMove(); // TODO: check unplacedPoints
} while (gameResult == GameResult.NoOutcome);
return(gameResult == GameResult.ComputerWon);
}
public MCTSGameState expand(List <MCTSGameState> existingChildren)
{
// 随机选择落子位置
HashSet <GobangPoint> unexpandedPoints = findUnexpandedPoints(existingChildren);
GobangPoint point = randomlySelectPoint(unexpandedPoints);
GobangGameState nextState = (GobangGameState)this.Clone();
nextState.placePiece(new GobangMove(new GobangPoint(point.coord, PieceType.Computer, point.gameObj)));
return(nextState);
}
/// <summary>
/// 依据传入的子节点，找出可展开的位置
/// </summary>
/// <param name="existingChildren">已经存在的子节点</param>
/// <returns>可展开位置的集合</returns>
private HashSet <GobangPoint> findUnexpandedPoints(List <MCTSGameState> existingChildren)
{
HashSet <GobangPoint> unplacedPointsCopy = new HashSet <GobangPoint>(unplacedPoints);
foreach (var mctsChild in existingChildren)
{
GobangGameState child = (GobangGameState)mctsChild;
unplacedPointsCopy.Remove(child.lastMove.point);
}
return(unplacedPointsCopy);
}