/// <summary>
/// Creates a new instance.
/// </summary>
/// <param name="playout">The strategy used to play out a game in simulation.</param>
/// <param name="evaluation">The evaluation strategy for determining the value of samples.</param>
/// <param name="gameLogic">The game specific logic required for searching through SabberStoneStates and SabberStoneActions.</param>
public SabberStoneSideInformationStrategy(IPlayoutStrategy <List <SabberStoneAction>, SabberStoneState, SabberStoneAction, object, SabberStoneAction> playout, IStateEvaluation <List <SabberStoneAction>, SabberStoneState, SabberStoneAction, object, SabberStoneAction, TreeSearchNode <SabberStoneState, SabberStoneAction> > evaluation, IGameLogic <List <SabberStoneAction>, SabberStoneState, SabberStoneAction, object, SabberStoneAction, SabberStoneAction> gameLogic)
{
PlayoutBot = new RandomBot();
Playout = playout;
Evaluation = evaluation;
GameLogic = gameLogic;
}
/// <summary>
/// Constructs a new instance.
/// </summary>
/// <param name="explorationStrategy">The exploration strategy.</param>
/// <param name="playoutStrategy">The playout strategy.</param>
/// <param name="samplingStrategy">The sampling strategy.</param>
/// <param name="solutionStrategy">The solution strategy.</param>
/// <param name="policyGlobal">The global policy.</param>
public NMCTSBuilder(IExplorationStrategy <D, P, A, S, Sol> explorationStrategy, IPlayoutStrategy <D, P, A, S, Sol> playoutStrategy, ISamplingStrategy <P, A> samplingStrategy, ISolutionStrategy <D, P, A, S, Sol, TreeSearchNode <P, A> > solutionStrategy, double policyGlobal)
{
ExplorationStrategy = explorationStrategy;
PlayoutStrategy = playoutStrategy;
SamplingStrategy = samplingStrategy;
SolutionStrategy = solutionStrategy;
PolicyGlobal = policyGlobal;
}
public void Setup(IGameLogic <object, TicTacToeState, TicTacToeMove, object, TicTacToeMove, TicTacToeMove> gameLogic,
IPlayoutStrategy <object, TicTacToeState, TicTacToeMove, object, TicTacToeMove> playoutStrategy,
IStateEvaluation <object, TicTacToeState, TicTacToeMove, object, TicTacToeMove, TreeSearchNode <TicTacToeState, TicTacToeMove> > evaluation)
{
GameLogic = gameLogic;
PlayoutStrategy = playoutStrategy;
EvaluationStrategy = evaluation;
}
/// <summary>
/// Creates a new instance of a Linear Side Information search.
/// </summary>
/// <param name="sideInformationStrategy">The strategy used to create the side information.</param>
/// <param name="samplingStrategy">A strategy to sample actions during the Generation process.</param>
/// <param name="playout">The strategy used to play out a game in simulation.</param>
/// <param name="evaluation">The evaluation strategy for determining the value of samples.</param>
/// <param name="gameLogic">The game specific logic required for searching.</param>
/// <param name="budgetEstimationStrategy">The strategy used to determine the number of samples to be used in the different phases.</param>
public LSI(ISideInformationStrategy <D, P, A, S, A, T> sideInformationStrategy, ILSISamplingStrategy <P, A, T> samplingStrategy, IPlayoutStrategy <D, P, A, S, A> playout, IStateEvaluation <D, P, A, S, A, N> evaluation, IGameLogic <D, P, A, S, A, A> gameLogic, IBudgetEstimationStrategy <D, P, A, S, A> budgetEstimationStrategy)
{
SideInformationStrategy = sideInformationStrategy;
SamplingStrategy = samplingStrategy;
Playout = playout;
Evaluation = evaluation;
GameLogic = gameLogic;
BudgetEstimationStrategy = budgetEstimationStrategy;
}
/// <summary>
/// Constructs a new instance.
/// </summary>
/// <param name="selectionStrategy">The selection strategy.</param>
/// <param name="expansionStrategy">The expansion strategy.</param>
/// <param name="backPropagationStrategy">The back propagation strategy.</param>
/// <param name="finalNodeSelectionStrategy">The final node selection strategy.</param>
/// <param name="evaluationStrategy">The state evaluation strategy.</param>
/// <param name="solutionStrategy">The solution strategy.</param>
/// <param name="playoutStrategy">The playout strategy.</param>
/// <param name="time">The amount of time allowed for the search.</param>
/// <param name="iterations">The amount of iterations allowed for the search.</param>
public FlatMCS(ITreeSelection <D, P, A, S, Sol> selectionStrategy,
ITreeExpansion <D, P, A, S, Sol> expansionStrategy,
ITreeBackPropagation <D, P, A, S, Sol> backPropagationStrategy,
ITreeFinalNodeSelection <D, P, A, S, Sol> finalNodeSelectionStrategy,
IStateEvaluation <D, P, A, S, Sol, TreeSearchNode <P, A> > evaluationStrategy,
ISolutionStrategy <D, P, A, S, Sol, TreeSearchNode <P, A> > solutionStrategy,
IPlayoutStrategy <D, P, A, S, Sol> playoutStrategy, long time, int iterations) : base(
selectionStrategy, expansionStrategy, backPropagationStrategy, finalNodeSelectionStrategy,
evaluationStrategy, solutionStrategy, time, iterations)
{
PlayoutStrategy = playoutStrategy;
}
/// <summary>
/// Constructs a new instance.
/// </summary>
/// <param name="selectionStrategy">The selection strategy.</param>
/// <param name="expansionStrategy">The expansion strategy.</param>
/// <param name="backPropagationStrategy">The back propagation strategy.</param>
/// <param name="finalNodeSelectionStrategy">The final node selection strategy.</param>
/// <param name="evaluationStrategy">The state evaluation strategy.</param>
/// <param name="explorationStrategy">The exploration strategy.</param>
/// <param name="solutionStrategy">The solution strategy.</param>
/// <param name="samplingStrategy">The sampling strategy.</param>
/// <param name="playoutStrategy">The playout strategy.</param>
/// <param name="time">The amount of time allowed for the search.</param>
/// <param name="iterations">The amount of iterations allowed for the search.</param>
/// <param name="globalPolicy">The global policy.</param>
public NMCTS(ITreeSelection <D, P, A, S, Sol> selectionStrategy,
ITreeExpansion <D, P, A, S, Sol> expansionStrategy,
ITreeBackPropagation <D, P, A, S, Sol> backPropagationStrategy,
ITreeFinalNodeSelection <D, P, A, S, Sol> finalNodeSelectionStrategy,
IStateEvaluation <D, P, A, S, Sol, TreeSearchNode <P, A> > evaluationStrategy,
IExplorationStrategy <D, P, A, S, Sol> explorationStrategy,
ISolutionStrategy <D, P, A, S, Sol, TreeSearchNode <P, A> > solutionStrategy,
ISamplingStrategy <P, A> samplingStrategy,
IPlayoutStrategy <D, P, A, S, Sol> playoutStrategy, long time, int iterations, double globalPolicy) :
base(selectionStrategy, expansionStrategy, backPropagationStrategy, finalNodeSelectionStrategy,
evaluationStrategy, solutionStrategy, time, iterations)
{
ExplorationStrategy = explorationStrategy;
SamplingStrategy = samplingStrategy;
PlayoutStrategy = playoutStrategy;
PolicyGlobal = globalPolicy;
}
/// <summary>
/// Constructs a new instance.
/// </summary>
/// <param name="playoutStrategy">The playout strategy.</param>
/// <param name="solutionStrategy">The solution strategy.</param>
public FlatMCSBuilder(IPlayoutStrategy <D, P, A, S, Sol> playoutStrategy, ISolutionStrategy <D, P, A, S, Sol, TreeSearchNode <P, A> > solutionStrategy)
{
PlayoutStrategy = playoutStrategy;
SolutionStrategy = solutionStrategy;
}
