Matches in SemOpenAlex for { <https://semopenalex.org/work/W2407249404> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W2407249404 endingPage "490" @default.
- W2407249404 startingPage "479" @default.
- W2407249404 abstract "A number of temporal abstraction approaches have been suggested so far to handle the high computational complexity of Markov decision problems (MDPs). Although the structure of temporal abstraction can significantly affect the efficiency of solving the MDP, to our knowledge none of current temporal abstraction approaches explicitly consider the relationship between topology and efficiency. In this paper, we first show that a topological measurement from complex network literature, mean geodesic distance, can reflect the efficiency of solving MDP. Based on this, we build an incremental method to systematically build temporal abstractions using a network model that guarantees a small mean geodesic distance. We test our algorithm on a realistic 3D game environment, and experimental results show that our model has subpolynomial growth of mean geodesic distance according to problem size, which enables efficient solving of resulting MDP." @default.
- W2407249404 created "2016-06-24" @default.
- W2407249404 creator A5028209614 @default.
- W2407249404 creator A5050928023 @default.
- W2407249404 creator A5071971854 @default.
- W2407249404 date "2009-01-01" @default.
- W2407249404 modified "2023-09-24" @default.
- W2407249404 title "Efficient Approximation of State Space for Reinforcement Learning Using Complex Network Models" @default.
- W2407249404 hasPublicationYear "2009" @default.
- W2407249404 type Work @default.
- W2407249404 sameAs 2407249404 @default.
- W2407249404 citedByCount "0" @default.
- W2407249404 crossrefType "journal-article" @default.
- W2407249404 hasAuthorship W2407249404A5028209614 @default.
- W2407249404 hasAuthorship W2407249404A5050928023 @default.
- W2407249404 hasAuthorship W2407249404A5071971854 @default.
- W2407249404 hasConcept C105795698 @default.
- W2407249404 hasConcept C106189395 @default.
- W2407249404 hasConcept C111472728 @default.
- W2407249404 hasConcept C111919701 @default.
- W2407249404 hasConcept C11413529 @default.
- W2407249404 hasConcept C114614502 @default.
- W2407249404 hasConcept C124304363 @default.
- W2407249404 hasConcept C134306372 @default.
- W2407249404 hasConcept C138885662 @default.
- W2407249404 hasConcept C154945302 @default.
- W2407249404 hasConcept C159886148 @default.
- W2407249404 hasConcept C165818556 @default.
- W2407249404 hasConcept C184720557 @default.
- W2407249404 hasConcept C196340769 @default.
- W2407249404 hasConcept C199845137 @default.
- W2407249404 hasConcept C2778572836 @default.
- W2407249404 hasConcept C33923547 @default.
- W2407249404 hasConcept C41008148 @default.
- W2407249404 hasConcept C72434380 @default.
- W2407249404 hasConcept C80444323 @default.
- W2407249404 hasConcept C97541855 @default.
- W2407249404 hasConceptScore W2407249404C105795698 @default.
- W2407249404 hasConceptScore W2407249404C106189395 @default.
- W2407249404 hasConceptScore W2407249404C111472728 @default.
- W2407249404 hasConceptScore W2407249404C111919701 @default.
- W2407249404 hasConceptScore W2407249404C11413529 @default.
- W2407249404 hasConceptScore W2407249404C114614502 @default.
- W2407249404 hasConceptScore W2407249404C124304363 @default.
- W2407249404 hasConceptScore W2407249404C134306372 @default.
- W2407249404 hasConceptScore W2407249404C138885662 @default.
- W2407249404 hasConceptScore W2407249404C154945302 @default.
- W2407249404 hasConceptScore W2407249404C159886148 @default.
- W2407249404 hasConceptScore W2407249404C165818556 @default.
- W2407249404 hasConceptScore W2407249404C184720557 @default.
- W2407249404 hasConceptScore W2407249404C196340769 @default.
- W2407249404 hasConceptScore W2407249404C199845137 @default.
- W2407249404 hasConceptScore W2407249404C2778572836 @default.
- W2407249404 hasConceptScore W2407249404C33923547 @default.
- W2407249404 hasConceptScore W2407249404C41008148 @default.
- W2407249404 hasConceptScore W2407249404C72434380 @default.
- W2407249404 hasConceptScore W2407249404C80444323 @default.
- W2407249404 hasConceptScore W2407249404C97541855 @default.
- W2407249404 hasIssue "6" @default.
- W2407249404 hasLocation W24072494041 @default.
- W2407249404 hasOpenAccess W2407249404 @default.
- W2407249404 hasPrimaryLocation W24072494041 @default.
- W2407249404 hasRelatedWork W1524283957 @default.
- W2407249404 hasRelatedWork W1885002032 @default.
- W2407249404 hasRelatedWork W2000334459 @default.
- W2407249404 hasRelatedWork W2014918703 @default.
- W2407249404 hasRelatedWork W2100236179 @default.
- W2407249404 hasRelatedWork W2105480138 @default.
- W2407249404 hasRelatedWork W2134043774 @default.
- W2407249404 hasRelatedWork W2159985326 @default.
- W2407249404 hasRelatedWork W2517195773 @default.
- W2407249404 hasRelatedWork W2883341762 @default.
- W2407249404 hasRelatedWork W2924792379 @default.
- W2407249404 hasRelatedWork W2935949362 @default.
- W2407249404 hasRelatedWork W2950516984 @default.
- W2407249404 hasRelatedWork W2978103562 @default.
- W2407249404 hasRelatedWork W2979031135 @default.
- W2407249404 hasRelatedWork W3014795866 @default.
- W2407249404 hasRelatedWork W3041347045 @default.
- W2407249404 hasRelatedWork W3087623387 @default.
- W2407249404 hasRelatedWork W3205398238 @default.
- W2407249404 hasRelatedWork W3207855986 @default.
- W2407249404 hasVolume "36" @default.
- W2407249404 isParatext "false" @default.
- W2407249404 isRetracted "false" @default.
- W2407249404 magId "2407249404" @default.
- W2407249404 workType "article" @default.