Matches in SemOpenAlex for { <https://semopenalex.org/work/W4321636986> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W4321636986 abstract "In traditional reinforcement learning, at the beginning of the learning phase the solution of the targeted problem is unknown. Based on the feedback of the environment these methods are applying a trial-and-error type search for finding possible solutions of the problem hidden in the environment. Whenever there is an existing a priori knowledge about the solution of the problem, that can be adapted, the efficiency of the learning process can be improved. In the expert knowledge-included FRIQ-learning (Fuzzy Rule Interpolation-based Q-learning) method, the expert defines the a priory knowledge in terms of state-action fuzzy rules. If the expert defined rules are containing imprecise, or incorrect information, a tuning method is required to correct the expert rules. The main goal of this paper is to propose a method that can be used to tune the a priori expert rules during the learning phase. In addition, a distance-based reduction method will be introduced briefly, which is suitable for reducing the rule-base size during the learning process. The paper also provides an application example to highlight the benefits of the proposed methods." @default.
- W4321636986 created "2023-02-24" @default.
- W4321636986 creator A5049667891 @default.
- W4321636986 creator A5049810611 @default.
- W4321636986 date "2022-09-15" @default.
- W4321636986 modified "2023-09-30" @default.
- W4321636986 title "Heuristically accelerated FRIQ-learning" @default.
- W4321636986 doi "https://doi.org/10.1109/sisy56759.2022.10036311" @default.
- W4321636986 hasPublicationYear "2022" @default.
- W4321636986 type Work @default.
- W4321636986 citedByCount "2" @default.
- W4321636986 countsByYear W43216369862023 @default.
- W4321636986 crossrefType "proceedings-article" @default.
- W4321636986 hasAuthorship W4321636986A5049667891 @default.
- W4321636986 hasAuthorship W4321636986A5049810611 @default.
- W4321636986 hasConcept C111335779 @default.
- W4321636986 hasConcept C111472728 @default.
- W4321636986 hasConcept C111919701 @default.
- W4321636986 hasConcept C119857082 @default.
- W4321636986 hasConcept C124101348 @default.
- W4321636986 hasConcept C127413603 @default.
- W4321636986 hasConcept C138885662 @default.
- W4321636986 hasConcept C154945302 @default.
- W4321636986 hasConcept C195975749 @default.
- W4321636986 hasConcept C201995342 @default.
- W4321636986 hasConcept C2524010 @default.
- W4321636986 hasConcept C2780049643 @default.
- W4321636986 hasConcept C2780451532 @default.
- W4321636986 hasConcept C2781002164 @default.
- W4321636986 hasConcept C33923547 @default.
- W4321636986 hasConcept C41008148 @default.
- W4321636986 hasConcept C4554734 @default.
- W4321636986 hasConcept C58166 @default.
- W4321636986 hasConcept C58328972 @default.
- W4321636986 hasConcept C75553542 @default.
- W4321636986 hasConcept C97541855 @default.
- W4321636986 hasConcept C98045186 @default.
- W4321636986 hasConceptScore W4321636986C111335779 @default.
- W4321636986 hasConceptScore W4321636986C111472728 @default.
- W4321636986 hasConceptScore W4321636986C111919701 @default.
- W4321636986 hasConceptScore W4321636986C119857082 @default.
- W4321636986 hasConceptScore W4321636986C124101348 @default.
- W4321636986 hasConceptScore W4321636986C127413603 @default.
- W4321636986 hasConceptScore W4321636986C138885662 @default.
- W4321636986 hasConceptScore W4321636986C154945302 @default.
- W4321636986 hasConceptScore W4321636986C195975749 @default.
- W4321636986 hasConceptScore W4321636986C201995342 @default.
- W4321636986 hasConceptScore W4321636986C2524010 @default.
- W4321636986 hasConceptScore W4321636986C2780049643 @default.
- W4321636986 hasConceptScore W4321636986C2780451532 @default.
- W4321636986 hasConceptScore W4321636986C2781002164 @default.
- W4321636986 hasConceptScore W4321636986C33923547 @default.
- W4321636986 hasConceptScore W4321636986C41008148 @default.
- W4321636986 hasConceptScore W4321636986C4554734 @default.
- W4321636986 hasConceptScore W4321636986C58166 @default.
- W4321636986 hasConceptScore W4321636986C58328972 @default.
- W4321636986 hasConceptScore W4321636986C75553542 @default.
- W4321636986 hasConceptScore W4321636986C97541855 @default.
- W4321636986 hasConceptScore W4321636986C98045186 @default.
- W4321636986 hasLocation W43216369861 @default.
- W4321636986 hasOpenAccess W4321636986 @default.
- W4321636986 hasPrimaryLocation W43216369861 @default.
- W4321636986 hasRelatedWork W146919433 @default.
- W4321636986 hasRelatedWork W1608693319 @default.
- W4321636986 hasRelatedWork W2002988189 @default.
- W4321636986 hasRelatedWork W2045734589 @default.
- W4321636986 hasRelatedWork W2060337370 @default.
- W4321636986 hasRelatedWork W2090968274 @default.
- W4321636986 hasRelatedWork W2149573686 @default.
- W4321636986 hasRelatedWork W2701271558 @default.
- W4321636986 hasRelatedWork W3032982294 @default.
- W4321636986 hasRelatedWork W2201969019 @default.
- W4321636986 isParatext "false" @default.
- W4321636986 isRetracted "false" @default.
- W4321636986 workType "article" @default.