Matches in SemOpenAlex for { <https://semopenalex.org/work/W2783506385> ?p ?o ?g. }
- W2783506385 abstract "Randomization is notable for being much less computationally expensive than optimization but often yielding comparable numerical performance. In this paper, we consider randomized function fitting combined with empirical value iteration for approximate dynamic programming on continuous state spaces. The method we propose is universal (i.e., not problem-dependent) and yields good approximations with high probability. A random operator theoretic framework is introduced for convergence analysis which uses a novel stochastic dominance argument. A non-asymptotic rate of convergence is obtained as a byproduct of the analysis. Numerical experiments confirm good performance of the algorithm proposed." @default.
- W2783506385 created "2018-01-26" @default.
- W2783506385 creator A5002082998 @default.
- W2783506385 creator A5019863108 @default.
- W2783506385 creator A5036652998 @default.
- W2783506385 creator A5055437268 @default.
- W2783506385 date "2017-12-01" @default.
- W2783506385 modified "2023-10-08" @default.
- W2783506385 title "Randomized function fitting-based empirical value iteration" @default.
- W2783506385 cites W100327610 @default.
- W2783506385 cites W1550698229 @default.
- W2783506385 cites W1563483395 @default.
- W2783506385 cites W1898511152 @default.
- W2783506385 cites W2032100464 @default.
- W2783506385 cites W2051772968 @default.
- W2783506385 cites W2098432798 @default.
- W2783506385 cites W2117355432 @default.
- W2783506385 cites W2119567691 @default.
- W2783506385 cites W2123395972 @default.
- W2783506385 cites W2140190730 @default.
- W2783506385 cites W2158479468 @default.
- W2783506385 cites W2305373430 @default.
- W2783506385 cites W2532798880 @default.
- W2783506385 cites W2593952959 @default.
- W2783506385 doi "https://doi.org/10.1109/cdc.2017.8264011" @default.
- W2783506385 hasPublicationYear "2017" @default.
- W2783506385 type Work @default.
- W2783506385 sameAs 2783506385 @default.
- W2783506385 citedByCount "7" @default.
- W2783506385 countsByYear W27835063852017 @default.
- W2783506385 countsByYear W27835063852018 @default.
- W2783506385 countsByYear W27835063852019 @default.
- W2783506385 countsByYear W27835063852020 @default.
- W2783506385 crossrefType "proceedings-article" @default.
- W2783506385 hasAuthorship W2783506385A5002082998 @default.
- W2783506385 hasAuthorship W2783506385A5019863108 @default.
- W2783506385 hasAuthorship W2783506385A5036652998 @default.
- W2783506385 hasAuthorship W2783506385A5055437268 @default.
- W2783506385 hasConcept C104317684 @default.
- W2783506385 hasConcept C126255220 @default.
- W2783506385 hasConcept C127162648 @default.
- W2783506385 hasConcept C14036430 @default.
- W2783506385 hasConcept C14646407 @default.
- W2783506385 hasConcept C158448853 @default.
- W2783506385 hasConcept C162324750 @default.
- W2783506385 hasConcept C17020691 @default.
- W2783506385 hasConcept C185592680 @default.
- W2783506385 hasConcept C2777303404 @default.
- W2783506385 hasConcept C28826006 @default.
- W2783506385 hasConcept C31258907 @default.
- W2783506385 hasConcept C33252445 @default.
- W2783506385 hasConcept C33923547 @default.
- W2783506385 hasConcept C37404715 @default.
- W2783506385 hasConcept C41008148 @default.
- W2783506385 hasConcept C50522688 @default.
- W2783506385 hasConcept C55493867 @default.
- W2783506385 hasConcept C57869625 @default.
- W2783506385 hasConcept C78458016 @default.
- W2783506385 hasConcept C86339819 @default.
- W2783506385 hasConcept C86803240 @default.
- W2783506385 hasConceptScore W2783506385C104317684 @default.
- W2783506385 hasConceptScore W2783506385C126255220 @default.
- W2783506385 hasConceptScore W2783506385C127162648 @default.
- W2783506385 hasConceptScore W2783506385C14036430 @default.
- W2783506385 hasConceptScore W2783506385C14646407 @default.
- W2783506385 hasConceptScore W2783506385C158448853 @default.
- W2783506385 hasConceptScore W2783506385C162324750 @default.
- W2783506385 hasConceptScore W2783506385C17020691 @default.
- W2783506385 hasConceptScore W2783506385C185592680 @default.
- W2783506385 hasConceptScore W2783506385C2777303404 @default.
- W2783506385 hasConceptScore W2783506385C28826006 @default.
- W2783506385 hasConceptScore W2783506385C31258907 @default.
- W2783506385 hasConceptScore W2783506385C33252445 @default.
- W2783506385 hasConceptScore W2783506385C33923547 @default.
- W2783506385 hasConceptScore W2783506385C37404715 @default.
- W2783506385 hasConceptScore W2783506385C41008148 @default.
- W2783506385 hasConceptScore W2783506385C50522688 @default.
- W2783506385 hasConceptScore W2783506385C55493867 @default.
- W2783506385 hasConceptScore W2783506385C57869625 @default.
- W2783506385 hasConceptScore W2783506385C78458016 @default.
- W2783506385 hasConceptScore W2783506385C86339819 @default.
- W2783506385 hasConceptScore W2783506385C86803240 @default.
- W2783506385 hasLocation W27835063851 @default.
- W2783506385 hasOpenAccess W2783506385 @default.
- W2783506385 hasPrimaryLocation W27835063851 @default.
- W2783506385 hasRelatedWork W1489077689 @default.
- W2783506385 hasRelatedWork W1500172981 @default.
- W2783506385 hasRelatedWork W1636131448 @default.
- W2783506385 hasRelatedWork W2027286734 @default.
- W2783506385 hasRelatedWork W2063513670 @default.
- W2783506385 hasRelatedWork W2075181955 @default.
- W2783506385 hasRelatedWork W2117355432 @default.
- W2783506385 hasRelatedWork W2119567691 @default.
- W2783506385 hasRelatedWork W2122945138 @default.
- W2783506385 hasRelatedWork W2122994540 @default.
- W2783506385 hasRelatedWork W2123395972 @default.
- W2783506385 hasRelatedWork W2156779765 @default.
- W2783506385 hasRelatedWork W2241768222 @default.
- W2783506385 hasRelatedWork W2593952959 @default.
- W2783506385 hasRelatedWork W2621374146 @default.