Matches in SemOpenAlex for { <https://semopenalex.org/work/W341981348> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W341981348 endingPage "398" @default.
- W341981348 startingPage "394" @default.
- W341981348 abstract "In order to solve the curse of dimensionality problem encountered by reinforcement learning algorithms for Elevator group scheduling (EGS) systems with large-scale state space, a kind of Bayesian reinforcement learning algorithm based on Abstract states (BRL-AS) was proposed. On one hand, an abstract state space whose size is much smaller than that of the original state space was constructed by analyzing the motion situations of EGS systems. On the other hand, a Bayesian network was used to carry out an inference operation on the abstract states and to obtain discrete real-valued variables, which is not only suitable for numerical computation of neural networks, but also can further reduce the size of the state space. The neural network model used for value-function approximating based on the inference output of the Bayesian network not only can solve the problem of continuous space expression of reinforcement learning system, but also can improve the system learning speed due to its simple topology structure. Simulation results of an EGS system for typical traffic profiles verify the feasibility and validity of the proposed reinforcement learning scheduling algorithm." @default.
- W341981348 created "2016-06-24" @default.
- W341981348 creator A5001978013 @default.
- W341981348 creator A5031154042 @default.
- W341981348 creator A5032245741 @default.
- W341981348 creator A5048941923 @default.
- W341981348 creator A5081377873 @default.
- W341981348 creator A5089773899 @default.
- W341981348 date "2010-01-01" @default.
- W341981348 modified "2023-09-27" @default.
- W341981348 title "A Bayesian Reinforcement Learning Algorithm Based on Abstract States for Elevator Group Scheduling Systems" @default.
- W341981348 cites W1592231116 @default.
- W341981348 cites W2073320424 @default.
- W341981348 cites W2079912599 @default.
- W341981348 cites W2144801703 @default.
- W341981348 cites W2152779403 @default.
- W341981348 cites W2321513733 @default.
- W341981348 cites W2350260824 @default.
- W341981348 cites W2518567320 @default.
- W341981348 hasPublicationYear "2010" @default.
- W341981348 type Work @default.
- W341981348 sameAs 341981348 @default.
- W341981348 citedByCount "2" @default.
- W341981348 countsByYear W3419813482013 @default.
- W341981348 countsByYear W3419813482014 @default.
- W341981348 crossrefType "journal-article" @default.
- W341981348 hasAuthorship W341981348A5001978013 @default.
- W341981348 hasAuthorship W341981348A5031154042 @default.
- W341981348 hasAuthorship W341981348A5032245741 @default.
- W341981348 hasAuthorship W341981348A5048941923 @default.
- W341981348 hasAuthorship W341981348A5081377873 @default.
- W341981348 hasAuthorship W341981348A5089773899 @default.
- W341981348 hasConcept C105795698 @default.
- W341981348 hasConcept C111030470 @default.
- W341981348 hasConcept C11413529 @default.
- W341981348 hasConcept C119857082 @default.
- W341981348 hasConcept C126255220 @default.
- W341981348 hasConcept C154945302 @default.
- W341981348 hasConcept C206729178 @default.
- W341981348 hasConcept C33724603 @default.
- W341981348 hasConcept C33923547 @default.
- W341981348 hasConcept C41008148 @default.
- W341981348 hasConcept C45374587 @default.
- W341981348 hasConcept C50644808 @default.
- W341981348 hasConcept C72434380 @default.
- W341981348 hasConcept C97541855 @default.
- W341981348 hasConceptScore W341981348C105795698 @default.
- W341981348 hasConceptScore W341981348C111030470 @default.
- W341981348 hasConceptScore W341981348C11413529 @default.
- W341981348 hasConceptScore W341981348C119857082 @default.
- W341981348 hasConceptScore W341981348C126255220 @default.
- W341981348 hasConceptScore W341981348C154945302 @default.
- W341981348 hasConceptScore W341981348C206729178 @default.
- W341981348 hasConceptScore W341981348C33724603 @default.
- W341981348 hasConceptScore W341981348C33923547 @default.
- W341981348 hasConceptScore W341981348C41008148 @default.
- W341981348 hasConceptScore W341981348C45374587 @default.
- W341981348 hasConceptScore W341981348C50644808 @default.
- W341981348 hasConceptScore W341981348C72434380 @default.
- W341981348 hasConceptScore W341981348C97541855 @default.
- W341981348 hasIssue "3" @default.
- W341981348 hasLocation W3419813481 @default.
- W341981348 hasOpenAccess W341981348 @default.
- W341981348 hasPrimaryLocation W3419813481 @default.
- W341981348 hasRelatedWork W1854776945 @default.
- W341981348 hasRelatedWork W2333560647 @default.
- W341981348 hasRelatedWork W2482533893 @default.
- W341981348 hasRelatedWork W2730929966 @default.
- W341981348 hasRelatedWork W2772589676 @default.
- W341981348 hasRelatedWork W2889177340 @default.
- W341981348 hasRelatedWork W2895298544 @default.
- W341981348 hasRelatedWork W2897137046 @default.
- W341981348 hasRelatedWork W2962720233 @default.
- W341981348 hasRelatedWork W2963622537 @default.
- W341981348 hasRelatedWork W2963749556 @default.
- W341981348 hasRelatedWork W3037221466 @default.
- W341981348 hasRelatedWork W3086019649 @default.
- W341981348 hasRelatedWork W3089198528 @default.
- W341981348 hasRelatedWork W3091032975 @default.
- W341981348 hasRelatedWork W3112486973 @default.
- W341981348 hasRelatedWork W3171946284 @default.
- W341981348 hasRelatedWork W3175819369 @default.
- W341981348 hasRelatedWork W3208410517 @default.
- W341981348 hasRelatedWork W3210613133 @default.
- W341981348 isParatext "false" @default.
- W341981348 isRetracted "false" @default.
- W341981348 magId "341981348" @default.
- W341981348 workType "article" @default.