Matches in SemOpenAlex for { <https://semopenalex.org/work/W4362658837> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W4362658837 endingPage "193" @default.
- W4362658837 startingPage "179" @default.
- W4362658837 abstract "This paper presents an intelligent task planning strategy for an Earth Observing Satellite (EOS) monitoring the Ozone distribution using multi-step Bayesian Optimization (BO). Significant improvement in observation performance can be achieved by implementing an offset-pointing strategy using single-step or classical BO compared to the simple nadir-pointing approach, which does not consider the possible future outcomes when deciding the current action. To account for future considerations, this paper presents a modified Continuous Belief Tree Search (CBTS) algorithm that enables a non-myopic multi-step look-ahead optimization in the continuous action domain. The design utilizes a Control-effort based Upper Confidence Bound function as the acquisition function for BO. Simulation results demonstrate that the multi-step BO is capable of significantly reducing the model uncertainty compared to the single-step BO. Additionally, using BO provides a superior way to determine the first actions than obtaining them randomly. Moreover, sampling the training data set provides a way to reduce the computational time without reducing the computation tree size." @default.
- W4362658837 created "2023-04-07" @default.
- W4362658837 creator A5016674950 @default.
- W4362658837 creator A5074701004 @default.
- W4362658837 creator A5090982180 @default.
- W4362658837 date "2023-07-01" @default.
- W4362658837 modified "2023-10-11" @default.
- W4362658837 title "Multi-step Bayesian Optimization-based intelligent task planning for an ozone observation satellite" @default.
- W4362658837 cites W1970135336 @default.
- W4362658837 cites W1989811721 @default.
- W4362658837 cites W2079518747 @default.
- W4362658837 cites W2100201215 @default.
- W4362658837 cites W2121505250 @default.
- W4362658837 cites W2131716924 @default.
- W4362658837 cites W2149662495 @default.
- W4362658837 cites W3178815915 @default.
- W4362658837 cites W3180450071 @default.
- W4362658837 cites W4243327860 @default.
- W4362658837 cites W4297238734 @default.
- W4362658837 doi "https://doi.org/10.1016/j.actaastro.2023.04.003" @default.
- W4362658837 hasPublicationYear "2023" @default.
- W4362658837 type Work @default.
- W4362658837 citedByCount "0" @default.
- W4362658837 crossrefType "journal-article" @default.
- W4362658837 hasAuthorship W4362658837A5016674950 @default.
- W4362658837 hasAuthorship W4362658837A5074701004 @default.
- W4362658837 hasAuthorship W4362658837A5090982180 @default.
- W4362658837 hasConcept C107673813 @default.
- W4362658837 hasConcept C113174947 @default.
- W4362658837 hasConcept C11413529 @default.
- W4362658837 hasConcept C119857082 @default.
- W4362658837 hasConcept C126255220 @default.
- W4362658837 hasConcept C127413603 @default.
- W4362658837 hasConcept C134306372 @default.
- W4362658837 hasConcept C146978453 @default.
- W4362658837 hasConcept C154945302 @default.
- W4362658837 hasConcept C160234255 @default.
- W4362658837 hasConcept C175291020 @default.
- W4362658837 hasConcept C191413810 @default.
- W4362658837 hasConcept C19269812 @default.
- W4362658837 hasConcept C199360897 @default.
- W4362658837 hasConcept C201995342 @default.
- W4362658837 hasConcept C2778049539 @default.
- W4362658837 hasConcept C2780451532 @default.
- W4362658837 hasConcept C33923547 @default.
- W4362658837 hasConcept C41008148 @default.
- W4362658837 hasConcept C45374587 @default.
- W4362658837 hasConcept C99173435 @default.
- W4362658837 hasConceptScore W4362658837C107673813 @default.
- W4362658837 hasConceptScore W4362658837C113174947 @default.
- W4362658837 hasConceptScore W4362658837C11413529 @default.
- W4362658837 hasConceptScore W4362658837C119857082 @default.
- W4362658837 hasConceptScore W4362658837C126255220 @default.
- W4362658837 hasConceptScore W4362658837C127413603 @default.
- W4362658837 hasConceptScore W4362658837C134306372 @default.
- W4362658837 hasConceptScore W4362658837C146978453 @default.
- W4362658837 hasConceptScore W4362658837C154945302 @default.
- W4362658837 hasConceptScore W4362658837C160234255 @default.
- W4362658837 hasConceptScore W4362658837C175291020 @default.
- W4362658837 hasConceptScore W4362658837C191413810 @default.
- W4362658837 hasConceptScore W4362658837C19269812 @default.
- W4362658837 hasConceptScore W4362658837C199360897 @default.
- W4362658837 hasConceptScore W4362658837C201995342 @default.
- W4362658837 hasConceptScore W4362658837C2778049539 @default.
- W4362658837 hasConceptScore W4362658837C2780451532 @default.
- W4362658837 hasConceptScore W4362658837C33923547 @default.
- W4362658837 hasConceptScore W4362658837C41008148 @default.
- W4362658837 hasConceptScore W4362658837C45374587 @default.
- W4362658837 hasConceptScore W4362658837C99173435 @default.
- W4362658837 hasFunder F4320306101 @default.
- W4362658837 hasFunder F4320338279 @default.
- W4362658837 hasLocation W43626588371 @default.
- W4362658837 hasOpenAccess W4362658837 @default.
- W4362658837 hasPrimaryLocation W43626588371 @default.
- W4362658837 hasRelatedWork W2081647779 @default.
- W4362658837 hasRelatedWork W2099201756 @default.
- W4362658837 hasRelatedWork W2726962346 @default.
- W4362658837 hasRelatedWork W2766697009 @default.
- W4362658837 hasRelatedWork W2979527504 @default.
- W4362658837 hasRelatedWork W3007764913 @default.
- W4362658837 hasRelatedWork W3117893869 @default.
- W4362658837 hasRelatedWork W3128051602 @default.
- W4362658837 hasRelatedWork W4237750775 @default.
- W4362658837 hasRelatedWork W45696843 @default.
- W4362658837 hasVolume "208" @default.
- W4362658837 isParatext "false" @default.
- W4362658837 isRetracted "false" @default.
- W4362658837 workType "article" @default.