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Concepts for Game Koro

Koro
Properties
Properties, Format, Time, Discrete, Turns, Alternating, Players, NumPlayers(2), TwoPlayer
Equipment
Equipment, Container, Board, NumRows(2), NumCorners(4), NumDirections(4.33), NumOrthogonalDirections(2.67), NumDiagonalDirections(1.67), NumAdjacentDirections(2.67), NumOffDiagonalDirections(0), NumOuterSites(12), NumInnerSites(0), NumLayers(1), NumEdges(16), NumCells(5), NumVertices(12), NumPerimeterSites(12), NumTopSites(6), NumBottomSites(6), NumRightSites(2), NumLeftSites(2), NumCentreSites(4), NumConvexCorners(4), MancalaBoard, MancalaTwoRows, NumConcaveCorners(0), NumPhasesBoard(2), Track, TrackLoop, Region, PlayableSites, Vertex, NumPlayableSitesOnBoard(12), NumColumns(6), Hand, NumContainers(3), NumPlayableSites(14), Component, Piece, NumComponentsType(1), NumComponentsTypePerPlayer(0), NumDice(0)
Start
Start, PiecesPlacedOnBoard
Play
Rules, Play, Moves, MovesDecision, NoSiteMoves, PassDecision, MovesNonDecision, MovesEffects, FromToEffect, Sow, SowProperties, SowOriginFirst, SowCCW, NumPlayPhase(1), PieceCount, DrawFrequency(94%)
Behaviour
PositionalRepetition(0.56), SituationalRepetition(0), MoveDistanceAverage(0), MoveDistanceMaxIncrease(0), MoveDistanceMaxDecrease(0), MoveDistanceMedian(0), MoveDistanceMaximum(0), MoveDistanceMinimum(0), MoveDistanceVariance(0), MoveDistanceChangeAverage(0), MoveDistanceChangeSign(0), MoveDistanceChangeLineBestFit(0), MoveDistanceChangeNumTimes(0), PieceNumberAverage(48), PieceNumberMaxIncrease(0), PieceNumberMaxDecrease(0), PieceNumberMedian(48), PieceNumberMaximum(48), PieceNumberMinimum(0), PieceNumberVariance(0), PieceNumberChangeAverage(0), PieceNumberChangeSign(0), 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(16122.52), DurationMoves(2434.74), DurationTurns(2434.74), DecisionMoves(0.92), GameTreeComplexity(1264.86), StateTreeComplexity(23.79), BoardCoverageDefault(1), BoardCoverageFull(0.36), BoardCoverageUsed(1), AdvantageP1(0.53), Balance(0.94), Completion(0.06), Drawishness(0), Timeouts(0.94), Narrowness(0.1), Variance(0), DecisivenessMoves(0.06), DecisivenessThreshold(-0.94), LeadChange(1), Stability(0), DramaAverage(0), DramaMaxIncrease(0), DramaMaxDecrease(-0), DramaMedian(0), DramaMaximum(0.01), DramaMinimum(0), DramaVariance(0), DramaChangeAverage(0), DramaChangeSign(-0.06), DramaChangeLineBestFit(0), DramaChangeNumTimes(0), MoveEvaluationAverage(-0), MoveEvaluationMaxIncrease(0), MoveEvaluationMaxDecrease(-0.06), MoveEvaluationMedian(-0), MoveEvaluationMaximum(0), MoveEvaluationMinimum(-0.06), MoveEvaluationVariance(0), MoveEvaluationChangeAverage(-0), MoveEvaluationChangeSign(0.06), MoveEvaluationChangeLineBestFit(-0), MoveEvaluationChangeNumTimes(0), StateEvaluationDifferenceAverage(0.01), StateEvaluationDifferenceMaxIncrease(0.13), StateEvaluationDifferenceMaxDecrease(-0.01), StateEvaluationDifferenceMedian(0.01), StateEvaluationDifferenceMaximum(0.13), StateEvaluationDifferenceMinimum(0), StateEvaluationDifferenceVariance(0), StateEvaluationDifferenceChangeAverage(0), StateEvaluationDifferenceChangeSign(-0.06), StateEvaluationDifferenceChangeLineBestFit(0), StateEvaluationDifferenceChangeNumTimes(0), BoardSitesOccupiedAverage(0.85), BoardSitesOccupiedMaxIncrease(0.43), BoardSitesOccupiedMaxDecrease(-0.08), BoardSitesOccupiedMedian(0.83), BoardSitesOccupiedMaximum(1), BoardSitesOccupiedMinimum(0), BoardSitesOccupiedVariance(0.01), BoardSitesOccupiedChangeAverage(-0), BoardSitesOccupiedChangeSign(-0.16), BoardSitesOccupiedChangeLineBestFit(-0), BoardSitesOccupiedChangeNumTimes(0), BranchingFactorAverage(3.31), BranchingFactorChangeMaxIncrease(4), BranchingFactorChangeMaxDecrease(-3.99), BranchingFactorMedian(3.1), BranchingFactorMaximum(5), BranchingFactorMinimum(0), BranchingFactorVariance(1.06), BranchingFactorChangeAverage(-0), BranchingFactorChangeSign(-0.06), BranchingFactorChangeLineBestFit(-0), BranchingFactorChangeNumTimesn(0), DecisionFactorAverage(3.51), DecisionFactorMaxIncrease(2.99), DecisionFactorMaxDecrease(-2.98), DecisionFactorMedian(3.99), DecisionFactorMaximum(5), DecisionFactorMinimum(0), DecisionFactorVariance(0.63), DecisionFactorChangeAverage(-0), DecisionFactorChangeSign(-0.03), DecisionFactorChangeLineBestFit(-0), DecisionFactorChangeNumTimes(0)
Implementation
Implementation, Efficiency, CopyContext, Then, DoLudeme, PlayoutsPerSecond(104.32), MovesPerSecond(248143.66)
Visual
Visual, Style, BoardStyle, GraphStyle, MancalaStyle
Math
Math, Arithmetic, Comparison, LesserThan, LesserThanOrEqual, GreaterThanOrEqual, Set, Complement, Algorithmics, ConditionalStatement, ControlFlowStatement

Five Holes
Properties
Properties, Format, Time, Discrete, Turns, Alternating, Players, NumPlayers(2), TwoPlayer
Equipment
Equipment, Container, Board, NumRows(2), NumCorners(4), NumDirections(4.33), NumOrthogonalDirections(2.67), NumDiagonalDirections(1.67), NumAdjacentDirections(2.67), NumOffDiagonalDirections(0), NumOuterSites(12), NumInnerSites(0), NumLayers(1), NumEdges(16), NumCells(5), NumVertices(12), NumPerimeterSites(12), NumTopSites(6), NumBottomSites(6), NumRightSites(2), NumLeftSites(2), NumCentreSites(4), NumConvexCorners(4), MancalaBoard, MancalaTwoRows, NumConcaveCorners(0), NumPhasesBoard(2), Track, TrackLoop, Region, PlayableSites, Vertex, NumPlayableSitesOnBoard(12), NumColumns(6), Hand, NumContainers(3), NumPlayableSites(14), Component, Piece, NumComponentsType(1), NumComponentsTypePerPlayer(0), NumDice(0)
Start
Start, PiecesPlacedOnBoard
Play
Rules, Play, Moves, MovesDecision, NoSiteMoves, PassDecision, MovesNonDecision, MovesEffects, FromToEffect, Sow, SowProperties, SowOriginFirst, SowCCW, NumPlayPhase(1), PieceCount, DrawFrequency(95%)
Behaviour
PositionalRepetition(0.46), SituationalRepetition(0.01), MoveDistanceAverage(0), MoveDistanceMaxIncrease(0), MoveDistanceMaxDecrease(0), MoveDistanceMedian(0), MoveDistanceMaximum(0), MoveDistanceMinimum(0), MoveDistanceVariance(0), MoveDistanceChangeAverage(0), MoveDistanceChangeSign(0), MoveDistanceChangeLineBestFit(0), MoveDistanceChangeNumTimes(0), PieceNumberAverage(50), PieceNumberMaxIncrease(0), PieceNumberMaxDecrease(0), PieceNumberMedian(50), PieceNumberMaximum(50), PieceNumberMinimum(0), PieceNumberVariance(0), PieceNumberChangeAverage(0), PieceNumberChangeSign(0), 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(19066.24), DurationMoves(2414.54), DurationTurns(2414.54), DecisionMoves(0.89), GameTreeComplexity(1115.05), StateTreeComplexity(20), BoardCoverageDefault(1), BoardCoverageFull(0.37), BoardCoverageUsed(1), AdvantageP1(0.53), Balance(0.95), Completion(0.05), Drawishness(0), Timeouts(0.95), Narrowness(0.14), Variance(0), DecisivenessMoves(0.05), DecisivenessThreshold(-0.95), LeadChange(1), Stability(0), DramaAverage(0), DramaMaxIncrease(0), DramaMaxDecrease(-0), DramaMedian(0), DramaMaximum(0), DramaMinimum(0), DramaVariance(0), DramaChangeAverage(0), DramaChangeSign(-0.09), DramaChangeLineBestFit(0), DramaChangeNumTimes(0), MoveEvaluationAverage(-0), MoveEvaluationMaxIncrease(0), MoveEvaluationMaxDecrease(-0.05), MoveEvaluationMedian(-0), MoveEvaluationMaximum(0), MoveEvaluationMinimum(-0.05), MoveEvaluationVariance(0), MoveEvaluationChangeAverage(-0), MoveEvaluationChangeSign(0.1), MoveEvaluationChangeLineBestFit(0), MoveEvaluationChangeNumTimes(0), StateEvaluationDifferenceAverage(0.01), StateEvaluationDifferenceMaxIncrease(0.11), StateEvaluationDifferenceMaxDecrease(-0.01), StateEvaluationDifferenceMedian(0.01), StateEvaluationDifferenceMaximum(0.11), StateEvaluationDifferenceMinimum(0), StateEvaluationDifferenceVariance(0), StateEvaluationDifferenceChangeAverage(0), StateEvaluationDifferenceChangeSign(-0.1), StateEvaluationDifferenceChangeLineBestFit(0), StateEvaluationDifferenceChangeNumTimes(0), BoardSitesOccupiedAverage(0.89), BoardSitesOccupiedMaxIncrease(0.41), BoardSitesOccupiedMaxDecrease(-0.1), BoardSitesOccupiedMedian(0.9), BoardSitesOccupiedMaximum(1), BoardSitesOccupiedMinimum(0), BoardSitesOccupiedVariance(0.01), BoardSitesOccupiedChangeAverage(-0), BoardSitesOccupiedChangeSign(-0.13), BoardSitesOccupiedChangeLineBestFit(0), BoardSitesOccupiedChangeNumTimes(0), BranchingFactorAverage(2.9), BranchingFactorChangeMaxIncrease(3), BranchingFactorChangeMaxDecrease(-3), BranchingFactorMedian(3), BranchingFactorMaximum(4), BranchingFactorMinimum(0), BranchingFactorVariance(0.81), BranchingFactorChangeAverage(-0), BranchingFactorChangeSign(-0.1), BranchingFactorChangeLineBestFit(0), BranchingFactorChangeNumTimesn(0), DecisionFactorAverage(3.12), DecisionFactorMaxIncrease(2), DecisionFactorMaxDecrease(-2), DecisionFactorMedian(3), DecisionFactorMaximum(4), DecisionFactorMinimum(0), DecisionFactorVariance(0.42), DecisionFactorChangeAverage(-0), DecisionFactorChangeSign(-0.03), DecisionFactorChangeLineBestFit(0), DecisionFactorChangeNumTimes(0)
Implementation
Implementation, Efficiency, CopyContext, Then, DoLudeme, PlayoutsPerSecond(94.23), MovesPerSecond(230119.54)
Visual
Visual, Style, BoardStyle, GraphStyle, MancalaStyle
Math
Math, Arithmetic, Comparison, LesserThan, LesserThanOrEqual, GreaterThanOrEqual, Set, Complement, Algorithmics, ConditionalStatement, ControlFlowStatement

Six Holes
Properties
Properties, Format, Time, Discrete, Turns, Alternating, Players, NumPlayers(2), TwoPlayer
Equipment
Equipment, Container, Board, NumRows(2), NumCorners(4), NumDirections(4.33), NumOrthogonalDirections(2.67), NumDiagonalDirections(1.67), NumAdjacentDirections(2.67), NumOffDiagonalDirections(0), NumOuterSites(12), NumInnerSites(0), NumLayers(1), NumEdges(16), NumCells(5), NumVertices(12), NumPerimeterSites(12), NumTopSites(6), NumBottomSites(6), NumRightSites(2), NumLeftSites(2), NumCentreSites(4), NumConvexCorners(4), MancalaBoard, MancalaTwoRows, NumConcaveCorners(0), NumPhasesBoard(2), Track, TrackLoop, Region, PlayableSites, Vertex, NumPlayableSitesOnBoard(12), NumColumns(6), Hand, NumContainers(3), NumPlayableSites(14), Component, Piece, NumComponentsType(1), NumComponentsTypePerPlayer(0), NumDice(0)
Start
Start, PiecesPlacedOnBoard
Play
Rules, Play, Moves, MovesDecision, NoSiteMoves, PassDecision, MovesNonDecision, MovesEffects, FromToEffect, Sow, SowProperties, SowOriginFirst, SowCCW, NumPlayPhase(1), PieceCount, DrawFrequency(97%)
Behaviour
PositionalRepetition(0.09), SituationalRepetition(0), MoveDistanceAverage(0), MoveDistanceMaxIncrease(0), MoveDistanceMaxDecrease(0), MoveDistanceMedian(0), MoveDistanceMaximum(0), MoveDistanceMinimum(0), MoveDistanceVariance(0), MoveDistanceChangeAverage(0), MoveDistanceChangeSign(0), MoveDistanceChangeLineBestFit(0), MoveDistanceChangeNumTimes(0), PieceNumberAverage(60), PieceNumberMaxIncrease(0), PieceNumberMaxDecrease(0), PieceNumberMedian(60), PieceNumberMaximum(60), PieceNumberMinimum(0), PieceNumberVariance(0), PieceNumberChangeAverage(0), PieceNumberChangeSign(0), 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(22586.62), DurationMoves(2467.14), DurationTurns(2467.14), DecisionMoves(0.89), GameTreeComplexity(1193.55), StateTreeComplexity(20.79), BoardCoverageDefault(1), BoardCoverageFull(0.37), BoardCoverageUsed(1), AdvantageP1(0.52), Balance(0.97), Completion(0.03), Drawishness(0), Timeouts(0.97), Narrowness(0.13), Variance(0), DecisivenessMoves(0.03), DecisivenessThreshold(-0.97), LeadChange(1), Stability(0), DramaAverage(0), DramaMaxIncrease(0), DramaMaxDecrease(-0), DramaMedian(0), DramaMaximum(0), DramaMinimum(0), DramaVariance(0), DramaChangeAverage(0), DramaChangeSign(-0.08), DramaChangeLineBestFit(0), DramaChangeNumTimes(0), MoveEvaluationAverage(-0), MoveEvaluationMaxIncrease(0), MoveEvaluationMaxDecrease(-0.03), MoveEvaluationMedian(-0), MoveEvaluationMaximum(0), MoveEvaluationMinimum(-0.03), MoveEvaluationVariance(0), MoveEvaluationChangeAverage(-0), MoveEvaluationChangeSign(0.08), MoveEvaluationChangeLineBestFit(0), MoveEvaluationChangeNumTimes(0), StateEvaluationDifferenceAverage(0.01), StateEvaluationDifferenceMaxIncrease(0.07), StateEvaluationDifferenceMaxDecrease(-0.01), StateEvaluationDifferenceMedian(0.01), StateEvaluationDifferenceMaximum(0.07), StateEvaluationDifferenceMinimum(0), StateEvaluationDifferenceVariance(0), StateEvaluationDifferenceChangeAverage(0), StateEvaluationDifferenceChangeSign(-0.08), StateEvaluationDifferenceChangeLineBestFit(0), StateEvaluationDifferenceChangeNumTimes(0), BoardSitesOccupiedAverage(0.91), BoardSitesOccupiedMaxIncrease(0.41), BoardSitesOccupiedMaxDecrease(-0.1), BoardSitesOccupiedMedian(0.9), BoardSitesOccupiedMaximum(1), BoardSitesOccupiedMinimum(0), BoardSitesOccupiedVariance(0.01), BoardSitesOccupiedChangeAverage(-0), BoardSitesOccupiedChangeSign(-0.11), BoardSitesOccupiedChangeLineBestFit(-0), BoardSitesOccupiedChangeNumTimes(0), BranchingFactorAverage(3.05), BranchingFactorChangeMaxIncrease(3), BranchingFactorChangeMaxDecrease(-3), BranchingFactorMedian(3), BranchingFactorMaximum(4), BranchingFactorMinimum(0), BranchingFactorVariance(0.86), BranchingFactorChangeAverage(-0), BranchingFactorChangeSign(-0.08), BranchingFactorChangeLineBestFit(-0), BranchingFactorChangeNumTimesn(0), DecisionFactorAverage(3.29), DecisionFactorMaxIncrease(2), DecisionFactorMaxDecrease(-2), DecisionFactorMedian(3), DecisionFactorMaximum(4), DecisionFactorMinimum(0), DecisionFactorVariance(0.39), DecisionFactorChangeAverage(-0), DecisionFactorChangeSign(-0.03), DecisionFactorChangeLineBestFit(-0), DecisionFactorChangeNumTimes(0)
Implementation
Implementation, Efficiency, CopyContext, Then, DoLudeme, PlayoutsPerSecond(85.25), MovesPerSecond(212735.49)
Visual
Visual, Style, BoardStyle, GraphStyle, MancalaStyle
Math
Math, Arithmetic, Comparison, LesserThan, LesserThanOrEqual, GreaterThanOrEqual, Set, Complement, Algorithmics, ConditionalStatement, ControlFlowStatement

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     ludii.games@gmail.com
     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