Matches in SemOpenAlex for { <https://semopenalex.org/work/W2379148410> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W2379148410 abstract "In order to solve the problem of slow convergence speed in reinforcement learning systems,a Q learning system based on a cooperative least squares support vector machine for continuous state space and discrete action space is pro- posed.The proposed Q learning system is composed of a least squares support vector regression machine(LS-SVRM)and a least squares support vector classification machine(LS-SVCM). The LS-SVRM is used to approximate a mapping from a state- action pair to a value function,and the LS-SVCM is used to ap- proximate a mapping from a continuous state space to a discrete action space.In addition,the LS-SVCM supplies the LS-SVRM with dynamic and real-time knowledge or advice(suggested ac- tion)to accelerate its learning process.Simulation studies in- volving a mountain car control illustrate that compared with a Q learning system based on a single LS-SVRM,the proposed Q learning system has a faster convergence speed and a better learning performance." @default.
- W2379148410 created "2016-06-24" @default.
- W2379148410 creator A5045547356 @default.
- W2379148410 creator A5052127682 @default.
- W2379148410 date "2009-01-01" @default.
- W2379148410 modified "2023-09-23" @default.
- W2379148410 title "Q-learning System Based on Cooperative Least Squares Support Vector Machine" @default.
- W2379148410 hasPublicationYear "2009" @default.
- W2379148410 type Work @default.
- W2379148410 sameAs 2379148410 @default.
- W2379148410 citedByCount "1" @default.
- W2379148410 countsByYear W23791484102015 @default.
- W2379148410 crossrefType "journal-article" @default.
- W2379148410 hasAuthorship W2379148410A5045547356 @default.
- W2379148410 hasAuthorship W2379148410A5052127682 @default.
- W2379148410 hasConcept C105795698 @default.
- W2379148410 hasConcept C11413529 @default.
- W2379148410 hasConcept C115903097 @default.
- W2379148410 hasConcept C119857082 @default.
- W2379148410 hasConcept C12267149 @default.
- W2379148410 hasConcept C14036430 @default.
- W2379148410 hasConcept C145828037 @default.
- W2379148410 hasConcept C154945302 @default.
- W2379148410 hasConcept C162324750 @default.
- W2379148410 hasConcept C185429906 @default.
- W2379148410 hasConcept C2777303404 @default.
- W2379148410 hasConcept C33923547 @default.
- W2379148410 hasConcept C41008148 @default.
- W2379148410 hasConcept C48103436 @default.
- W2379148410 hasConcept C50522688 @default.
- W2379148410 hasConcept C72434380 @default.
- W2379148410 hasConcept C77967617 @default.
- W2379148410 hasConcept C78458016 @default.
- W2379148410 hasConcept C86803240 @default.
- W2379148410 hasConcept C97541855 @default.
- W2379148410 hasConcept C9936470 @default.
- W2379148410 hasConceptScore W2379148410C105795698 @default.
- W2379148410 hasConceptScore W2379148410C11413529 @default.
- W2379148410 hasConceptScore W2379148410C115903097 @default.
- W2379148410 hasConceptScore W2379148410C119857082 @default.
- W2379148410 hasConceptScore W2379148410C12267149 @default.
- W2379148410 hasConceptScore W2379148410C14036430 @default.
- W2379148410 hasConceptScore W2379148410C145828037 @default.
- W2379148410 hasConceptScore W2379148410C154945302 @default.
- W2379148410 hasConceptScore W2379148410C162324750 @default.
- W2379148410 hasConceptScore W2379148410C185429906 @default.
- W2379148410 hasConceptScore W2379148410C2777303404 @default.
- W2379148410 hasConceptScore W2379148410C33923547 @default.
- W2379148410 hasConceptScore W2379148410C41008148 @default.
- W2379148410 hasConceptScore W2379148410C48103436 @default.
- W2379148410 hasConceptScore W2379148410C50522688 @default.
- W2379148410 hasConceptScore W2379148410C72434380 @default.
- W2379148410 hasConceptScore W2379148410C77967617 @default.
- W2379148410 hasConceptScore W2379148410C78458016 @default.
- W2379148410 hasConceptScore W2379148410C86803240 @default.
- W2379148410 hasConceptScore W2379148410C97541855 @default.
- W2379148410 hasConceptScore W2379148410C9936470 @default.
- W2379148410 hasOpenAccess W2379148410 @default.
- W2379148410 hasRelatedWork W1538231482 @default.
- W2379148410 hasRelatedWork W1559154198 @default.
- W2379148410 hasRelatedWork W1964874921 @default.
- W2379148410 hasRelatedWork W1968282683 @default.
- W2379148410 hasRelatedWork W2007057010 @default.
- W2379148410 hasRelatedWork W2114486479 @default.
- W2379148410 hasRelatedWork W2124729920 @default.
- W2379148410 hasRelatedWork W2150025400 @default.
- W2379148410 hasRelatedWork W2158463864 @default.
- W2379148410 hasRelatedWork W2323462584 @default.
- W2379148410 hasRelatedWork W2348295571 @default.
- W2379148410 hasRelatedWork W2348987257 @default.
- W2379148410 hasRelatedWork W2353675686 @default.
- W2379148410 hasRelatedWork W2363235493 @default.
- W2379148410 hasRelatedWork W2363862901 @default.
- W2379148410 hasRelatedWork W2364409237 @default.
- W2379148410 hasRelatedWork W2370527040 @default.
- W2379148410 hasRelatedWork W2370542412 @default.
- W2379148410 hasRelatedWork W2379403038 @default.
- W2379148410 hasRelatedWork W2566753187 @default.
- W2379148410 isParatext "false" @default.
- W2379148410 isRetracted "false" @default.
- W2379148410 magId "2379148410" @default.
- W2379148410 workType "article" @default.