decision

Type Members

1. class AnytimeDecisionMetropolisHastings[T, U] extends DecisionMetropolisHastings[T, U] with AnytimeProbQuerySampler

   Anytime Decision Metropolis-Hastings sampler.

2. trait DecisionAlgorithm[T, U] extends Algorithm

   Trait that defines some common interface functions for decision algorithms.

3. abstract class DecisionImportance[T, U] extends WeightedSampler with DecisionAlgorithm[T, U]

   Importance sampling for decisions.

4. abstract class DecisionMetropolisHastings[T, U] extends UnweightedSampler with DecisionAlgorithm[T, U]

   Metropolis-Hastings Decision sampler.

5. trait DecisionPolicy[T, U] extends AnyRef

   Abstract base class for all Decision Policies.

6. class DecisionPolicyExact[T, U] extends DecisionPolicy[T, U]

   An exact decision policy.

7. class DecisionPolicyNN[T, U] extends DecisionPolicy[T, U]

   A nearest neighbor decision policy.

8. abstract class MultiDecisionAlgorithm extends OneTime

   Abstract class common to all multi-decision algorithms.

9. class MultiDecisionVariableElimination extends MultiDecisionAlgorithm

   A multi-decision algorithm that uses Variable Elimination for each decision.

10. class OneTimeDecisionMetropolisHastings[T, U] extends DecisionMetropolisHastings[T, U] with OneTimeProbQuerySampler

    One-time Decision Metropolis-Hastings sampler.

11. class OneTimeMultiDecisionImportance extends MultiDecisionAlgorithm

    A OneTime multi-decision algorithm that uses Importance sampling for each decision

12. class OneTimeMultiDecisionMetropolisHastings extends MultiDecisionAlgorithm

    A OneTime multi-decision algorithm that uses Metropolis-Hastings sampling for each decision.

13. trait OneTimeProbQueryDecision[T, U] extends OneTimeProbQuery with DecisionAlgorithm[T, U]

    Trait for one time Decision Algorithms

14. class ProbQueryVariableEliminationDecision[T, U] extends OneTimeProbQuery with ProbabilisticVariableEliminationDecision with DecisionAlgorithm[T, U]

    Decision VariableElimination algorithm that computes the expected utility of decision elements using the default elimination order.

15. trait ProbabilisticVariableEliminationDecision extends VariableElimination[(Double, Double)]

    Trait for Decision based Variable Elimination.