Matches in SemOpenAlex for { <https://semopenalex.org/work/W3190454856> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W3190454856 abstract "A major challenge in the field of education is providing review schedules that present learned items at appropriate intervals to each student so that memory is retained over time. In recent years, attempts have been made to formulate item reviews as sequential decision-making problems to realize adaptive instruction based on the knowledge state of students. It has been reported previously that reinforcement learning can help realize mathematical models of students learning strategies to maintain a high memory rate. However, optimization using reinforcement learning requires a large number of interactions, and thus it cannot be applied directly to actual students. In this study, we propose a framework for optimizing teaching strategies by constructing a virtual model of the student while minimizing the interaction with the actual teaching target. In addition, we conducted an experiment considering actual instructions using the mathematical model and confirmed that the model performance is comparable to that of conventional teaching methods. Our framework can directly substitute mathematical models used in experiments with human students, and our results can serve as a buffer between theoretical instructional optimization and practical applications in e-learning systems." @default.
- W3190454856 created "2021-08-16" @default.
- W3190454856 creator A5065350557 @default.
- W3190454856 creator A5069581739 @default.
- W3190454856 creator A5083427215 @default.
- W3190454856 date "2021-07-31" @default.
- W3190454856 modified "2023-09-27" @default.
- W3190454856 title "RLTutor: Reinforcement Learning Based Adaptive Tutoring System by Modeling Virtual Student with Fewer Interactions" @default.
- W3190454856 cites W1562092080 @default.
- W3190454856 cites W1580477154 @default.
- W3190454856 cites W1596401170 @default.
- W3190454856 cites W1959691478 @default.
- W3190454856 cites W1976895497 @default.
- W3190454856 cites W1984314602 @default.
- W3190454856 cites W2001923476 @default.
- W3190454856 cites W2015040676 @default.
- W3190454856 cites W2026480899 @default.
- W3190454856 cites W2040882980 @default.
- W3190454856 cites W2097731551 @default.
- W3190454856 cites W2112917626 @default.
- W3190454856 cites W2140790200 @default.
- W3190454856 cites W2160178500 @default.
- W3190454856 cites W2169419728 @default.
- W3190454856 cites W2560678292 @default.
- W3190454856 cites W2605950514 @default.
- W3190454856 cites W2736601468 @default.
- W3190454856 cites W2804072087 @default.
- W3190454856 cites W2949608212 @default.
- W3190454856 cites W2957747000 @default.
- W3190454856 cites W2966684417 @default.
- W3190454856 cites W3040479400 @default.
- W3190454856 doi "https://doi.org/10.48550/arxiv.2108.00268" @default.
- W3190454856 hasPublicationYear "2021" @default.
- W3190454856 type Work @default.
- W3190454856 sameAs 3190454856 @default.
- W3190454856 citedByCount "0" @default.
- W3190454856 crossrefType "posted-content" @default.
- W3190454856 hasAuthorship W3190454856A5065350557 @default.
- W3190454856 hasAuthorship W3190454856A5069581739 @default.
- W3190454856 hasAuthorship W3190454856A5083427215 @default.
- W3190454856 hasBestOaLocation W31904548561 @default.
- W3190454856 hasConcept C107457646 @default.
- W3190454856 hasConcept C154945302 @default.
- W3190454856 hasConcept C15744967 @default.
- W3190454856 hasConcept C202444582 @default.
- W3190454856 hasConcept C33923547 @default.
- W3190454856 hasConcept C41008148 @default.
- W3190454856 hasConcept C49774154 @default.
- W3190454856 hasConcept C67203356 @default.
- W3190454856 hasConcept C77805123 @default.
- W3190454856 hasConcept C9652623 @default.
- W3190454856 hasConcept C97541855 @default.
- W3190454856 hasConceptScore W3190454856C107457646 @default.
- W3190454856 hasConceptScore W3190454856C154945302 @default.
- W3190454856 hasConceptScore W3190454856C15744967 @default.
- W3190454856 hasConceptScore W3190454856C202444582 @default.
- W3190454856 hasConceptScore W3190454856C33923547 @default.
- W3190454856 hasConceptScore W3190454856C41008148 @default.
- W3190454856 hasConceptScore W3190454856C49774154 @default.
- W3190454856 hasConceptScore W3190454856C67203356 @default.
- W3190454856 hasConceptScore W3190454856C77805123 @default.
- W3190454856 hasConceptScore W3190454856C9652623 @default.
- W3190454856 hasConceptScore W3190454856C97541855 @default.
- W3190454856 hasLocation W31904548561 @default.
- W3190454856 hasOpenAccess W3190454856 @default.
- W3190454856 hasPrimaryLocation W31904548561 @default.
- W3190454856 hasRelatedWork W2923653485 @default.
- W3190454856 hasRelatedWork W2952472710 @default.
- W3190454856 hasRelatedWork W2957776456 @default.
- W3190454856 hasRelatedWork W2960369171 @default.
- W3190454856 hasRelatedWork W3005560120 @default.
- W3190454856 hasRelatedWork W4206669594 @default.
- W3190454856 hasRelatedWork W4224287422 @default.
- W3190454856 hasRelatedWork W4255994452 @default.
- W3190454856 hasRelatedWork W4319773215 @default.
- W3190454856 hasRelatedWork W4361026739 @default.
- W3190454856 isParatext "false" @default.
- W3190454856 isRetracted "false" @default.
- W3190454856 magId "3190454856" @default.
- W3190454856 workType "article" @default.