FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2143490508> ?p ?o ?g. }

• W2143490508 endingPage "485" @default.
• W2143490508 startingPage "478" @default.
• W2143490508 abstract "This paper provides the first convergence proof for fuzzy reinforcement learning (FRL) as well as experimental results supporting our analysis. We extend the work of Konda and Tsitsiklis, who presented a convergent actor-critic (AC) algorithm for a general parameterized actor. In our work we prove that a fuzzy rulebase actor satisfies the necessary conditions that guarantee the convergence of its parameters to a local optimum. Our fuzzy rulebase uses Takagi-Sugeno-Kang rules, Gaussian membership functions, and product inference. As an application domain, we chose a difficult task of power control in wireless transmitters, characterized by delayed rewards and a high degree of stochasticity. To the best of our knowledge, no reinforcement learning algorithms have been previously applied to this task. Our simulation results show that the ACFRL algorithm consistently converges in this domain to a locally optimal policy." @default.
• W2143490508 created "2016-06-24" @default.
• W2143490508 creator A5021283042 @default.
• W2143490508 creator A5089401517 @default.
• W2143490508 date "2003-08-01" @default.
• W2143490508 modified "2023-09-29" @default.
• W2143490508 title "A convergent actor-critic-based frl algorithm with application to power management of wireless transmitters" @default.
• W2143490508 cites W1967981236 @default.
• W2143490508 cites W1980056622 @default.
• W2143490508 cites W1986768256 @default.
• W2143490508 cites W2046738003 @default.
• W2143490508 cites W2079325629 @default.
• W2143490508 cites W2082261506 @default.
• W2143490508 cites W2091565802 @default.
• W2143490508 cites W2102634648 @default.
• W2143490508 cites W2103269436 @default.
• W2143490508 cites W2103626435 @default.
• W2143490508 cites W2111625864 @default.
• W2143490508 cites W2120405980 @default.
• W2143490508 cites W2139418546 @default.
• W2143490508 cites W2154129147 @default.
• W2143490508 cites W2158316397 @default.
• W2143490508 cites W2160395727 @default.
• W2143490508 cites W4252589412 @default.
• W2143490508 doi "https://doi.org/10.1109/tfuzz.2003.814834" @default.
• W2143490508 hasPublicationYear "2003" @default.
• W2143490508 type Work @default.
• W2143490508 sameAs 2143490508 @default.
• W2143490508 citedByCount "57" @default.
• W2143490508 countsByYear W21434905082012 @default.
• W2143490508 countsByYear W21434905082013 @default.
• W2143490508 countsByYear W21434905082014 @default.
• W2143490508 countsByYear W21434905082015 @default.
• W2143490508 countsByYear W21434905082016 @default.
• W2143490508 countsByYear W21434905082018 @default.
• W2143490508 countsByYear W21434905082019 @default.
• W2143490508 countsByYear W21434905082020 @default.
• W2143490508 countsByYear W21434905082021 @default.
• W2143490508 countsByYear W21434905082022 @default.
• W2143490508 countsByYear W21434905082023 @default.
• W2143490508 crossrefType "journal-article" @default.
• W2143490508 hasAuthorship W2143490508A5021283042 @default.
• W2143490508 hasAuthorship W2143490508A5089401517 @default.
• W2143490508 hasConcept C11413529 @default.
• W2143490508 hasConcept C121332964 @default.
• W2143490508 hasConcept C126255220 @default.
• W2143490508 hasConcept C134306372 @default.
• W2143490508 hasConcept C154945302 @default.
• W2143490508 hasConcept C162324750 @default.
• W2143490508 hasConcept C163258240 @default.
• W2143490508 hasConcept C187736073 @default.
• W2143490508 hasConcept C2777303404 @default.
• W2143490508 hasConcept C2780451532 @default.
• W2143490508 hasConcept C33923547 @default.
• W2143490508 hasConcept C36503486 @default.
• W2143490508 hasConcept C41008148 @default.
• W2143490508 hasConcept C50522688 @default.
• W2143490508 hasConcept C555944384 @default.
• W2143490508 hasConcept C58166 @default.
• W2143490508 hasConcept C62520636 @default.
• W2143490508 hasConcept C76155785 @default.
• W2143490508 hasConcept C97541855 @default.
• W2143490508 hasConceptScore W2143490508C11413529 @default.
• W2143490508 hasConceptScore W2143490508C121332964 @default.
• W2143490508 hasConceptScore W2143490508C126255220 @default.
• W2143490508 hasConceptScore W2143490508C134306372 @default.
• W2143490508 hasConceptScore W2143490508C154945302 @default.
• W2143490508 hasConceptScore W2143490508C162324750 @default.
• W2143490508 hasConceptScore W2143490508C163258240 @default.
• W2143490508 hasConceptScore W2143490508C187736073 @default.
• W2143490508 hasConceptScore W2143490508C2777303404 @default.
• W2143490508 hasConceptScore W2143490508C2780451532 @default.
• W2143490508 hasConceptScore W2143490508C33923547 @default.
• W2143490508 hasConceptScore W2143490508C36503486 @default.
• W2143490508 hasConceptScore W2143490508C41008148 @default.
• W2143490508 hasConceptScore W2143490508C50522688 @default.
• W2143490508 hasConceptScore W2143490508C555944384 @default.
• W2143490508 hasConceptScore W2143490508C58166 @default.
• W2143490508 hasConceptScore W2143490508C62520636 @default.
• W2143490508 hasConceptScore W2143490508C76155785 @default.
• W2143490508 hasConceptScore W2143490508C97541855 @default.
• W2143490508 hasIssue "4" @default.
• W2143490508 hasLocation W21434905081 @default.
• W2143490508 hasOpenAccess W2143490508 @default.
• W2143490508 hasPrimaryLocation W21434905081 @default.
• W2143490508 hasRelatedWork W2031695474 @default.
• W2143490508 hasRelatedWork W2081647779 @default.
• W2143490508 hasRelatedWork W260766989 @default.
• W2143490508 hasRelatedWork W2959276766 @default.
• W2143490508 hasRelatedWork W2997970896 @default.
• W2143490508 hasRelatedWork W3111983280 @default.
• W2143490508 hasRelatedWork W3139193008 @default.
• W2143490508 hasRelatedWork W3164468573 @default.
• W2143490508 hasRelatedWork W4206669594 @default.
• W2143490508 hasRelatedWork W4295941380 @default.
• W2143490508 hasVolume "11" @default.
• W2143490508 isParatext "false" @default.
• W2143490508 isRetracted "false" @default.

• next