Matches in SemOpenAlex for { <https://semopenalex.org/work/W2601438892> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W2601438892 abstract "This paper introduces a fuzzy knowledgebase reduction method with applying a clustering technique in the Fuzzy Rule Interpolation-based Q-learning (FRIQ-learning). The FRIQ-learning method stars with an empty knowledgebase, which is a fuzzy rule-base filled only with rules defining the boundaries of the problem space. Then the system builds the rule-base incrementally episode by episode, based on a properly defined reward function. The FRIQ-learning method is finished, when its terminating conditions become true. This case we get the final rule-base as a solution for the given problem. But the constructed final rule-base may contain redundant rules, which can be automatically omitted from the rule-base by reduction methods. The main goal of the paper is to introduce a new, clustering based reduction method, which is suitable for eliminating the unnecessary rules of the rule-base and hence decrease the size of the fuzzy knowledgebase. For demonstrating the benefits of the suggested clustering based fuzzy knowledgebase reduction method, application examples of the cart pole and the mountain car benchmarks are also discussed briefly in the paper." @default.
- W2601438892 created "2017-04-07" @default.
- W2601438892 creator A5049667891 @default.
- W2601438892 creator A5049810611 @default.
- W2601438892 date "2017-01-01" @default.
- W2601438892 modified "2023-09-25" @default.
- W2601438892 title "Clustering-based fuzzy knowledgebase reduction in the FRIQ-learning" @default.
- W2601438892 cites W2085640959 @default.
- W2601438892 cites W2098373858 @default.
- W2601438892 cites W2103127765 @default.
- W2601438892 cites W2601868330 @default.
- W2601438892 cites W29084957 @default.
- W2601438892 doi "https://doi.org/10.1109/sami.2017.7880302" @default.
- W2601438892 hasPublicationYear "2017" @default.
- W2601438892 type Work @default.
- W2601438892 sameAs 2601438892 @default.
- W2601438892 citedByCount "7" @default.
- W2601438892 countsByYear W26014388922017 @default.
- W2601438892 countsByYear W26014388922018 @default.
- W2601438892 countsByYear W26014388922020 @default.
- W2601438892 countsByYear W26014388922021 @default.
- W2601438892 countsByYear W26014388922023 @default.
- W2601438892 crossrefType "proceedings-article" @default.
- W2601438892 hasAuthorship W2601438892A5049667891 @default.
- W2601438892 hasAuthorship W2601438892A5049810611 @default.
- W2601438892 hasConcept C111335779 @default.
- W2601438892 hasConcept C119857082 @default.
- W2601438892 hasConcept C124101348 @default.
- W2601438892 hasConcept C134306372 @default.
- W2601438892 hasConcept C148671577 @default.
- W2601438892 hasConcept C154945302 @default.
- W2601438892 hasConcept C17212007 @default.
- W2601438892 hasConcept C2524010 @default.
- W2601438892 hasConcept C2780049643 @default.
- W2601438892 hasConcept C33923547 @default.
- W2601438892 hasConcept C41008148 @default.
- W2601438892 hasConcept C42011625 @default.
- W2601438892 hasConcept C42058472 @default.
- W2601438892 hasConcept C4554734 @default.
- W2601438892 hasConcept C58166 @default.
- W2601438892 hasConcept C73555534 @default.
- W2601438892 hasConceptScore W2601438892C111335779 @default.
- W2601438892 hasConceptScore W2601438892C119857082 @default.
- W2601438892 hasConceptScore W2601438892C124101348 @default.
- W2601438892 hasConceptScore W2601438892C134306372 @default.
- W2601438892 hasConceptScore W2601438892C148671577 @default.
- W2601438892 hasConceptScore W2601438892C154945302 @default.
- W2601438892 hasConceptScore W2601438892C17212007 @default.
- W2601438892 hasConceptScore W2601438892C2524010 @default.
- W2601438892 hasConceptScore W2601438892C2780049643 @default.
- W2601438892 hasConceptScore W2601438892C33923547 @default.
- W2601438892 hasConceptScore W2601438892C41008148 @default.
- W2601438892 hasConceptScore W2601438892C42011625 @default.
- W2601438892 hasConceptScore W2601438892C42058472 @default.
- W2601438892 hasConceptScore W2601438892C4554734 @default.
- W2601438892 hasConceptScore W2601438892C58166 @default.
- W2601438892 hasConceptScore W2601438892C73555534 @default.
- W2601438892 hasLocation W26014388921 @default.
- W2601438892 hasOpenAccess W2601438892 @default.
- W2601438892 hasPrimaryLocation W26014388921 @default.
- W2601438892 hasRelatedWork W1493159477 @default.
- W2601438892 hasRelatedWork W2034883222 @default.
- W2601438892 hasRelatedWork W2069255081 @default.
- W2601438892 hasRelatedWork W2110537771 @default.
- W2601438892 hasRelatedWork W2117904164 @default.
- W2601438892 hasRelatedWork W2131398822 @default.
- W2601438892 hasRelatedWork W2133191389 @default.
- W2601438892 hasRelatedWork W2165254090 @default.
- W2601438892 hasRelatedWork W2588230909 @default.
- W2601438892 hasRelatedWork W73671803 @default.
- W2601438892 isParatext "false" @default.
- W2601438892 isRetracted "false" @default.
- W2601438892 magId "2601438892" @default.
- W2601438892 workType "article" @default.