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Concepts for Game Les Pendus

Les Pendus
Properties
Properties, Format, Time, Discrete, Turns, Alternating, Players, NumPlayers(2), TwoPlayer
Equipment
Equipment, Container, Board, Shape, SquareShape, NumRows(3), NumCorners(4), NumDirections(3.56), NumOrthogonalDirections(3.56), NumDiagonalDirections(0), NumAdjacentDirections(3.56), NumOffDiagonalDirections(0), NumOuterSites(8), NumInnerSites(1), NumLayers(1), Tiling, AlquerqueTiling, NumEdges(16), NumCells(8), NumVertices(9), NumPerimeterSites(8), NumTopSites(3), NumBottomSites(3), NumRightSites(3), NumLeftSites(3), NumCentreSites(1), NumConvexCorners(4), NumConcaveCorners(0), NumPhasesBoard(3), PlayableSites, Vertex, Cell, NumPlayableSitesOnBoard(17), NumColumns(3), Hand, NumContainers(3), NumPlayableSites(19), Component, Piece, NumComponentsType(2), NumComponentsTypePerPlayer(1), NumDice(0)
Start
Start, PiecesPlacedOutsideBoard
Play
Rules, Play, Moves, MovesDecision, TwoSitesMoves, FromToDecision, FromToDecisionWithinBoardFrequency(44%), FromToDecisionBetweenContainersFrequency(56%), FromToDecisionEmptyFrequency(100%), Conditions, SpaceConditions, Line, Directions, AbsoluteDirections, AdjacentDirection, Phase, NumPlayPhase(2), PieceCount, LineEndFrequency(100%), LineWinFrequency(100%)
End
End, SpaceEnd, LineEnd, LineWin
Behaviour
PositionalRepetition(0.08), SituationalRepetition(0.06), MoveDistanceAverage(1.28), MoveDistanceMaxIncrease(0.65), MoveDistanceMaxDecrease(-0.6), MoveDistanceMedian(1.23), MoveDistanceMaximum(1.6), MoveDistanceMinimum(0), MoveDistanceVariance(0.15), MoveDistanceChangeAverage(0.01), MoveDistanceChangeSign(0.01), MoveDistanceChangeLineBestFit(0.01), MoveDistanceChangeNumTimes(0.02), PieceNumberAverage(4.19), PieceNumberMaxIncrease(1), PieceNumberMaxDecrease(0), PieceNumberMedian(5.05), PieceNumberMaximum(5.92), PieceNumberMinimum(0), PieceNumberVariance(3.8), PieceNumberChangeAverage(0.56), PieceNumberChangeSign(0.56), PieceNumberChangeLineBestFit(0.55), PieceNumberChangeNumTimes(0), ScoreDifferenceAverage(0), ScoreDifferenceMaxIncrease(0), ScoreDifferenceMaxDecrease(0), ScoreDifferenceMedian(0), ScoreDifferenceMaximum(0), ScoreDifferenceMinimum(0), ScoreDifferenceVariance(0), ScoreDifferenceChangeAverage(0), ScoreDifferenceChangeSign(0), ScoreDifferenceChangeLineBestFit(0), ScoreDifferenceChangeNumTimes(0), DurationActions(14.33), DurationMoves(14.33), DurationTurns(14.33), DecisionMoves(1), GameTreeComplexity(12.91), StateTreeComplexity(25.81), BoardCoverageDefault(0.89), BoardCoverageFull(0.24), BoardCoverageUsed(0.47), AdvantageP1(0.53), Balance(0.94), Completion(1), Drawishness(0), Timeouts(0), Narrowness(0), Variance(0.13), DecisivenessMoves(0.63), DecisivenessThreshold(0.66), LeadChange(0.69), Stability(0.31), DramaAverage(0.4), DramaMaxIncrease(1.25), DramaMaxDecrease(-1.11), DramaMedian(0.21), DramaMaximum(1.33), DramaMinimum(0), DramaVariance(0.27), DramaChangeAverage(0.05), DramaChangeSign(0.04), DramaChangeLineBestFit(0.03), DramaChangeNumTimes(0), MoveEvaluationAverage(0.24), MoveEvaluationMaxIncrease(1.31), MoveEvaluationMaxDecrease(-1.16), MoveEvaluationMedian(0.25), MoveEvaluationMaximum(1), MoveEvaluationMinimum(-0.53), MoveEvaluationVariance(0.23), MoveEvaluationChangeAverage(0.03), MoveEvaluationChangeSign(0.02), MoveEvaluationChangeLineBestFit(0), MoveEvaluationChangeNumTimes(0), StateEvaluationDifferenceAverage(0.79), StateEvaluationDifferenceMaxIncrease(1.66), StateEvaluationDifferenceMaxDecrease(-1.42), StateEvaluationDifferenceMedian(0.8), StateEvaluationDifferenceMaximum(2), StateEvaluationDifferenceMinimum(0), StateEvaluationDifferenceVariance(0.44), StateEvaluationDifferenceChangeAverage(0.19), StateEvaluationDifferenceChangeSign(0.14), StateEvaluationDifferenceChangeLineBestFit(0.08), StateEvaluationDifferenceChangeNumTimes(0), BoardSitesOccupiedAverage(0.47), BoardSitesOccupiedMaxIncrease(0.11), BoardSitesOccupiedMaxDecrease(0), BoardSitesOccupiedMedian(0.56), BoardSitesOccupiedMaximum(0.66), BoardSitesOccupiedMinimum(0), BoardSitesOccupiedVariance(0.05), BoardSitesOccupiedChangeAverage(0.06), BoardSitesOccupiedChangeSign(0.56), BoardSitesOccupiedChangeLineBestFit(0.06), BoardSitesOccupiedChangeNumTimes(0), BranchingFactorAverage(7.63), BranchingFactorChangeMaxIncrease(4.15), BranchingFactorChangeMaxDecrease(-1), BranchingFactorMedian(8.34), BranchingFactorMaximum(9), BranchingFactorMinimum(0), BranchingFactorVariance(2.62), BranchingFactorChangeAverage(-0.17), BranchingFactorChangeSign(-0.46), BranchingFactorChangeLineBestFit(-0.12), BranchingFactorChangeNumTimesn(0), DecisionFactorAverage(7.63), DecisionFactorMaxIncrease(4.15), DecisionFactorMaxDecrease(-1), DecisionFactorMedian(8.34), DecisionFactorMaximum(9), DecisionFactorMinimum(0), DecisionFactorVariance(2.62), DecisionFactorChangeAverage(-0.17), DecisionFactorChangeSign(-0.46), DecisionFactorChangeLineBestFit(-0.12), DecisionFactorChangeNumTimes(0)
Implementation
Implementation, Efficiency, ForEachPiece, PlayoutsPerSecond(26606.76), MovesPerSecond(417962.31)
Visual
Visual, Style, BoardStyle, GraphStyle, ComponentStyle, MarkerComponent
Math
Math, Arithmetic, Comparison, Equal, Algorithmics, ControlFlowStatement

Five in a Row
Properties
Properties, Format, Time, Discrete, Turns, Alternating, Players, NumPlayers(2), TwoPlayer
Equipment
Equipment, Container, Board, Shape, SquareShape, NumRows(3), NumCorners(4), NumDirections(3.56), NumOrthogonalDirections(3.56), NumDiagonalDirections(0), NumAdjacentDirections(3.56), NumOffDiagonalDirections(0), NumOuterSites(8), NumInnerSites(1), NumLayers(1), Tiling, AlquerqueTiling, NumEdges(16), NumCells(8), NumVertices(9), NumPerimeterSites(8), NumTopSites(3), NumBottomSites(3), NumRightSites(3), NumLeftSites(3), NumCentreSites(1), NumConvexCorners(4), NumConcaveCorners(0), NumPhasesBoard(3), PlayableSites, Vertex, Cell, NumPlayableSitesOnBoard(17), NumColumns(3), Hand, NumContainers(3), NumPlayableSites(19), Component, Piece, NumComponentsType(2), NumComponentsTypePerPlayer(1), NumDice(0)
Start
Start, PiecesPlacedOutsideBoard
Play
Rules, Play, Moves, MovesDecision, TwoSitesMoves, FromToDecision, FromToDecisionWithinBoardFrequency(99%), FromToDecisionBetweenContainersFrequency(1%), FromToDecisionEmptyFrequency(100%), Conditions, SpaceConditions, Line, Directions, AbsoluteDirections, AdjacentDirection, Phase, NumPlayPhase(2), PieceCount, LineEndFrequency(39%), LineWinFrequency(39%), DrawFrequency(61%)
End
End, SpaceEnd, LineEnd, LineWin
Behaviour
PositionalRepetition(0.36), SituationalRepetition(0.3), MoveDistanceAverage(2.46), MoveDistanceMaxIncrease(3), MoveDistanceMaxDecrease(-3), MoveDistanceMedian(2), MoveDistanceMaximum(4), MoveDistanceMinimum(0), MoveDistanceVariance(0.97), MoveDistanceChangeAverage(0), MoveDistanceChangeSign(-0), MoveDistanceChangeLineBestFit(0), MoveDistanceChangeNumTimes(0), PieceNumberAverage(9.95), PieceNumberMaxIncrease(1), PieceNumberMaxDecrease(0), PieceNumberMedian(10), PieceNumberMaximum(10), PieceNumberMinimum(0), PieceNumberVariance(0.33), PieceNumberChangeAverage(0.01), PieceNumberChangeSign(0.01), PieceNumberChangeLineBestFit(0), PieceNumberChangeNumTimes(0), ScoreDifferenceAverage(0), ScoreDifferenceMaxIncrease(0), ScoreDifferenceMaxDecrease(0), ScoreDifferenceMedian(0), ScoreDifferenceMaximum(0), ScoreDifferenceMinimum(0), ScoreDifferenceVariance(0), ScoreDifferenceChangeAverage(0), ScoreDifferenceChangeSign(0), ScoreDifferenceChangeLineBestFit(0), ScoreDifferenceChangeNumTimes(0), DurationActions(2034.89), DurationMoves(2034.89), DurationTurns(2034.89), DecisionMoves(1), GameTreeComplexity(3812.38), StateTreeComplexity(108.78), BoardCoverageDefault(1), BoardCoverageFull(0.22), BoardCoverageUsed(0.44), AdvantageP1(0.47), Balance(0.95), Completion(0.39), Drawishness(0), Timeouts(0.61), Narrowness(0), Variance(0), DecisivenessMoves(0.17), DecisivenessThreshold(-0.47), LeadChange(0.99), Stability(0.02), DramaAverage(0.08), DramaMaxIncrease(0.73), DramaMaxDecrease(-0.73), DramaMedian(0.05), DramaMaximum(0.75), DramaMinimum(0), DramaVariance(0), DramaChangeAverage(0), DramaChangeSign(0), DramaChangeLineBestFit(0), DramaChangeNumTimes(0), MoveEvaluationAverage(-0.07), MoveEvaluationMaxIncrease(0.89), MoveEvaluationMaxDecrease(-0.77), MoveEvaluationMedian(-0.07), MoveEvaluationMaximum(0.85), MoveEvaluationMinimum(-0.07), MoveEvaluationVariance(0), MoveEvaluationChangeAverage(0), MoveEvaluationChangeSign(0), MoveEvaluationChangeLineBestFit(-0), MoveEvaluationChangeNumTimes(0), StateEvaluationDifferenceAverage(0.16), StateEvaluationDifferenceMaxIncrease(1.62), StateEvaluationDifferenceMaxDecrease(-1.47), StateEvaluationDifferenceMedian(0.15), StateEvaluationDifferenceMaximum(1.7), StateEvaluationDifferenceMinimum(0), StateEvaluationDifferenceVariance(0.01), StateEvaluationDifferenceChangeAverage(0), StateEvaluationDifferenceChangeSign(0), StateEvaluationDifferenceChangeLineBestFit(-0), StateEvaluationDifferenceChangeNumTimes(0), BoardSitesOccupiedAverage(0.4), BoardSitesOccupiedMaxIncrease(0.04), BoardSitesOccupiedMaxDecrease(0), BoardSitesOccupiedMedian(0.4), BoardSitesOccupiedMaximum(0.4), BoardSitesOccupiedMinimum(0), BoardSitesOccupiedVariance(0), BoardSitesOccupiedChangeAverage(0), BoardSitesOccupiedChangeSign(0.01), BoardSitesOccupiedChangeLineBestFit(0), BoardSitesOccupiedChangeNumTimes(0), BranchingFactorAverage(74.49), BranchingFactorChangeMaxIncrease(59), BranchingFactorChangeMaxDecrease(-1), BranchingFactorMedian(75), BranchingFactorMaximum(75), BranchingFactorMinimum(0), BranchingFactorVariance(25.32), BranchingFactorChangeAverage(0.05), BranchingFactorChangeSign(-0.01), BranchingFactorChangeLineBestFit(0.02), BranchingFactorChangeNumTimesn(0), DecisionFactorAverage(74.49), DecisionFactorMaxIncrease(59), DecisionFactorMaxDecrease(-1), DecisionFactorMedian(75), DecisionFactorMaximum(75), DecisionFactorMinimum(0), DecisionFactorVariance(25.32), DecisionFactorChangeAverage(0.05), DecisionFactorChangeSign(-0.01), DecisionFactorChangeLineBestFit(0.02), DecisionFactorChangeNumTimes(0)
Implementation
Implementation, Efficiency, ForEachPiece, PlayoutsPerSecond(54.64), MovesPerSecond(105803.75)
Visual
Visual, Style, BoardStyle, GraphStyle, ComponentStyle, MarkerComponent
Math
Math, Arithmetic, Comparison, Equal, Algorithmics, ControlFlowStatement

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     cameron.browne@maastrichtuniversity.nl

lkjh Maastricht University Data Science and Knowledge Engineering (DKE), Paul-Henri Spaaklaan 1, 6229 EN Maastricht, Netherlands Funded by a €2m ERC Consolidator Grant (#771292) from the European Research Council