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Concepts for Game The Concentration Game Computed with UCT playouts

Other concept computations are available: Alpha-Beta Or Random

Two Counters

Boolean
Properties
Discrete, Alternating, TwoPlayer
Meta
Start
Start, PiecesPlacedOnBoard
Play
Moves, MovesNonDecision, MovesEffects, FromToEffect, Sow, SowWithEffect, SowCapture, SowProperties, SowOriginFirst, SowCCW, Conditions, SpaceConditions, Contains, MoveConditions, NoMoves, NoMovesNext, Scoring, PieceCount
End
End, ScoringEnd, ScoringWin, NoMovesEnd
Behaviour
Implementation
State, Variable, RememberValues, ForgetValues, PlayerValue, CopyContext, Then
Visual
BoardStyle, GraphStyle, MancalaStyle
Math
Arithmetic, Operations, Addition, Comparison, Equal, LesserThan, Set, Union, Algorithmics, ConditionalStatement
Container
Track, TrackLoop, Region, PlayableSites, Vertex, MancalaBoard, MancalaThreeRows
Component
Piece

Numerical
Properties
NumPlayers(2)
Start
NumStartComponents(100), NumStartComponentsBoardPerPlayer(50), NumStartComponentsPerPlayer(50), NumStartComponentsBoard(100)
Play
SowFrequency(100%), SowCaptureFrequency(100%), NumPlayPhase(1)
End
ScoringEndFrequency(100%), ScoringWinFrequency(100%), NoMovesEndFrequency(100%)
Behaviour
PieceNumberAverage(100), SkillTraceScore(0), SkillTraceTrials(0), SkillTraceErrorSlope(0), SkillTraceErrorIntercept(0), DurationTurns(163.2), DurationTurnsStdDev(50.53), DurationTurnsNotTimeouts(163.2), DecisionMoves(0.96), BoardCoverageDefault(1), AdvantageP1(0.56), Balance(0.87), Completion(0.89), Drawishness(0.11), Timeouts(0), BoardSitesOccupiedAverage(0.95), BranchingFactorAverage(3.92), DecisionFactorAverage(4.03)
Implementation
PlayoutsPerSecond(597.71), MovesPerSecond(156700.83)
Container
NumPlayableSitesOnBoard(12), NumColumns(4), NumRows(3), NumCorners(4), NumDirections(4.83), NumOrthogonalDirections(2.83), NumDiagonalDirections(2), NumAdjacentDirections(2.83), NumOffDiagonalDirections(0), NumOuterSites(10), NumInnerSites(2), NumLayers(1), NumEdges(17), NumCells(6), NumVertices(12), NumPerimeterSites(10), NumTopSites(4), NumBottomSites(4), NumRightSites(3), NumLeftSites(3), NumCentreSites(2), NumConvexCorners(4), NumConcaveCorners(0), NumPhasesBoard(2), NumContainers(1), NumPlayableSites(12)
Component
NumComponentsType(1), NumComponentsTypePerPlayer(0), NumDice(0)

Three Counters

Boolean
Properties
Discrete, Alternating, TwoPlayer
Meta
Start
Start, PiecesPlacedOnBoard
Play
Moves, MovesNonDecision, MovesEffects, FromToEffect, Sow, SowWithEffect, SowCapture, SowProperties, SowOriginFirst, SowCCW, Conditions, SpaceConditions, Contains, MoveConditions, NoMoves, NoMovesNext, Scoring, PieceCount
End
End, ScoringEnd, ScoringWin, NoMovesEnd
Behaviour
Implementation
State, Variable, RememberValues, ForgetValues, PlayerValue, CopyContext, Then
Visual
BoardStyle, GraphStyle, MancalaStyle
Math
Arithmetic, Operations, Addition, Comparison, Equal, LesserThan, Set, Union, Algorithmics, ConditionalStatement
Container
Track, TrackLoop, Region, PlayableSites, Vertex, MancalaBoard, MancalaThreeRows
Component
Piece

Numerical
Properties
NumPlayers(2)
Start
NumStartComponents(100), NumStartComponentsBoardPerPlayer(50), NumStartComponentsPerPlayer(50), NumStartComponentsBoard(100)
Play
SowFrequency(100%), SowCaptureFrequency(100%), NumPlayPhase(1)
End
ScoringEndFrequency(100%), ScoringWinFrequency(100%), NoMovesEndFrequency(100%)
Behaviour
PieceNumberAverage(100), SkillTraceScore(0), SkillTraceTrials(0), SkillTraceErrorSlope(0), SkillTraceErrorIntercept(0), DurationTurns(117.79), DurationTurnsStdDev(23.36), DurationTurnsNotTimeouts(117.79), DecisionMoves(0.96), BoardCoverageDefault(1), AdvantageP1(0.56), Balance(0.87), Completion(0.79), Drawishness(0.21), Timeouts(0), BoardSitesOccupiedAverage(0.94), BranchingFactorAverage(3.95), DecisionFactorAverage(4.07)
Implementation
PlayoutsPerSecond(657.33), MovesPerSecond(147351.27)
Container
NumPlayableSitesOnBoard(12), NumColumns(4), NumRows(3), NumCorners(4), NumDirections(4.83), NumOrthogonalDirections(2.83), NumDiagonalDirections(2), NumAdjacentDirections(2.83), NumOffDiagonalDirections(0), NumOuterSites(10), NumInnerSites(2), NumLayers(1), NumEdges(17), NumCells(6), NumVertices(12), NumPerimeterSites(10), NumTopSites(4), NumBottomSites(4), NumRightSites(3), NumLeftSites(3), NumCentreSites(2), NumConvexCorners(4), NumConcaveCorners(0), NumPhasesBoard(2), NumContainers(1), NumPlayableSites(12)
Component
NumComponentsType(1), NumComponentsTypePerPlayer(0), NumDice(0)

Four Counters

Boolean
Properties
Discrete, Alternating, TwoPlayer
Meta
Start
Start, PiecesPlacedOnBoard
Play
Moves, MovesNonDecision, MovesEffects, FromToEffect, Sow, SowWithEffect, SowCapture, SowProperties, SowOriginFirst, SowCCW, Conditions, SpaceConditions, Contains, MoveConditions, NoMoves, NoMovesNext, Scoring, PieceCount
End
End, ScoringEnd, ScoringWin, NoMovesEnd
Behaviour
Implementation
State, Variable, RememberValues, ForgetValues, PlayerValue, CopyContext, Then
Visual
BoardStyle, GraphStyle, MancalaStyle
Math
Arithmetic, Operations, Addition, Comparison, Equal, LesserThan, Set, Union, Algorithmics, ConditionalStatement
Container
Track, TrackLoop, Region, PlayableSites, Vertex, MancalaBoard, MancalaThreeRows
Component
Piece

Numerical
Properties
NumPlayers(2)
Start
NumStartComponents(100), NumStartComponentsBoardPerPlayer(50), NumStartComponentsPerPlayer(50), NumStartComponentsBoard(100)
Play
SowFrequency(100%), SowCaptureFrequency(100%), NumPlayPhase(1)
End
ScoringEndFrequency(100%), ScoringWinFrequency(100%), NoMovesEndFrequency(100%)
Behaviour
PieceNumberAverage(100), SkillTraceScore(0), SkillTraceTrials(0), SkillTraceErrorSlope(0), SkillTraceErrorIntercept(0), DurationTurns(125.69), DurationTurnsStdDev(50.12), DurationTurnsNotTimeouts(125.69), DecisionMoves(0.97), BoardCoverageDefault(1), AdvantageP1(0.56), Balance(0.87), Completion(0.67), Drawishness(0.33), Timeouts(0), BoardSitesOccupiedAverage(0.95), BranchingFactorAverage(3.99), DecisionFactorAverage(4.07)
Implementation
PlayoutsPerSecond(693.18), MovesPerSecond(157779.97)
Container
NumPlayableSitesOnBoard(12), NumColumns(4), NumRows(3), NumCorners(4), NumDirections(4.83), NumOrthogonalDirections(2.83), NumDiagonalDirections(2), NumAdjacentDirections(2.83), NumOffDiagonalDirections(0), NumOuterSites(10), NumInnerSites(2), NumLayers(1), NumEdges(17), NumCells(6), NumVertices(12), NumPerimeterSites(10), NumTopSites(4), NumBottomSites(4), NumRightSites(3), NumLeftSites(3), NumCentreSites(2), NumConvexCorners(4), NumConcaveCorners(0), NumPhasesBoard(2), NumContainers(1), NumPlayableSites(12)
Component
NumComponentsType(1), NumComponentsTypePerPlayer(0), NumDice(0)

Five Counters

Boolean
Properties
Discrete, Alternating, TwoPlayer
Meta
Start
Start, PiecesPlacedOnBoard
Play
Moves, MovesNonDecision, MovesEffects, FromToEffect, Sow, SowWithEffect, SowCapture, SowProperties, SowOriginFirst, SowCCW, Conditions, SpaceConditions, Contains, MoveConditions, NoMoves, NoMovesNext, Scoring, PieceCount
End
End, ScoringEnd, ScoringWin, NoMovesEnd
Behaviour
Implementation
State, Variable, RememberValues, ForgetValues, PlayerValue, CopyContext, Then
Visual
BoardStyle, GraphStyle, MancalaStyle
Math
Arithmetic, Operations, Addition, Comparison, Equal, LesserThan, Set, Union, Algorithmics, ConditionalStatement
Container
Track, TrackLoop, Region, PlayableSites, Vertex, MancalaBoard, MancalaThreeRows
Component
Piece

Numerical
Properties
NumPlayers(2)
Start
NumStartComponents(100), NumStartComponentsBoardPerPlayer(50), NumStartComponentsPerPlayer(50), NumStartComponentsBoard(100)
Play
SowFrequency(100%), SowCaptureFrequency(100%), NumPlayPhase(1)
End
ScoringEndFrequency(100%), ScoringWinFrequency(100%), NoMovesEndFrequency(100%)
Behaviour
PieceNumberAverage(100), SkillTraceScore(0), SkillTraceTrials(0), SkillTraceErrorSlope(0), SkillTraceErrorIntercept(0), DurationTurns(122.08), DurationTurnsStdDev(36.61), DurationTurnsNotTimeouts(122.08), DecisionMoves(0.96), BoardCoverageDefault(1), AdvantageP1(0.46), Balance(0.92), Completion(0.76), Drawishness(0.24), Timeouts(0), BoardSitesOccupiedAverage(0.95), BranchingFactorAverage(3.93), DecisionFactorAverage(4.04)
Implementation
PlayoutsPerSecond(667.02), MovesPerSecond(153539.22)
Container
NumPlayableSitesOnBoard(12), NumColumns(4), NumRows(3), NumCorners(4), NumDirections(4.83), NumOrthogonalDirections(2.83), NumDiagonalDirections(2), NumAdjacentDirections(2.83), NumOffDiagonalDirections(0), NumOuterSites(10), NumInnerSites(2), NumLayers(1), NumEdges(17), NumCells(6), NumVertices(12), NumPerimeterSites(10), NumTopSites(4), NumBottomSites(4), NumRightSites(3), NumLeftSites(3), NumCentreSites(2), NumConvexCorners(4), NumConcaveCorners(0), NumPhasesBoard(2), NumContainers(1), NumPlayableSites(12)
Component
NumComponentsType(1), NumComponentsTypePerPlayer(0), NumDice(0)

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lkjh Maastricht University Department of Advanced Computing Sciences (DACS), Paul-Henri Spaaklaan 1, 6229 EN Maastricht, Netherlands Funded by a €2m ERC Consolidator Grant (#771292) from the European Research Council