/// <summary>
/// Constructs a new instance without time or iterative restrictions.
/// </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="time">[Optional] The time budget for this search. Default value is <see cref="Constants.NO_LIMIT_ON_THINKING_TIME"/>.</param>
/// <param name="iterations">[Optional] The iteration budget for this search. Default value is <see cref="Constants.NO_LIMIT_ON_ITERATIONS"/>.</param>
protected TreeSearch(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, long time = Constants.NO_LIMIT_ON_THINKING_TIME, int iterations = Constants.NO_LIMIT_ON_ITERATIONS)
{
SelectionStrategy = selectionStrategy;
ExpansionStrategy = expansionStrategy;
BackPropagationStrategy = backPropagationStrategy;
FinalNodeSelectionStrategy = finalNodeSelectionStrategy;
EvaluationStrategy = evaluationStrategy;
SolutionStrategy = solutionStrategy;
Time = time;
Iterations = iterations;
}
/// <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;
}