Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308014931> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W4308014931 abstract "In the context of MDPs with high-dimensional states, reinforcement learning can achieve better results when using a compressed, low-dimensional representation of the original input space. A variety of learning objectives have therefore been used to learn useful representations. However, these representations usually lack interpretability of the different features. We propose a representation learning algorithm that is able to disentangle latent features into a controllable and an uncontrollable part. The resulting representations are easily interpretable and can be used for learning and planning efficiently by leveraging the specific properties of the two parts. To highlight the benefits of the approach, the disentangling properties of the algorithm are illustrated in three different environments." @default.
- W4308014931 created "2022-11-07" @default.
- W4308014931 creator A5015166903 @default.
- W4308014931 creator A5044217809 @default.
- W4308014931 creator A5060375474 @default.
- W4308014931 date "2022-10-31" @default.
- W4308014931 modified "2023-09-25" @default.
- W4308014931 title "Disentangled (Un)Controllable Features" @default.
- W4308014931 doi "https://doi.org/10.48550/arxiv.2211.00086" @default.
- W4308014931 hasPublicationYear "2022" @default.
- W4308014931 type Work @default.
- W4308014931 citedByCount "0" @default.
- W4308014931 crossrefType "posted-content" @default.
- W4308014931 hasAuthorship W4308014931A5015166903 @default.
- W4308014931 hasAuthorship W4308014931A5044217809 @default.
- W4308014931 hasAuthorship W4308014931A5060375474 @default.
- W4308014931 hasBestOaLocation W43080149311 @default.
- W4308014931 hasConcept C111919701 @default.
- W4308014931 hasConcept C119857082 @default.
- W4308014931 hasConcept C136197465 @default.
- W4308014931 hasConcept C138885662 @default.
- W4308014931 hasConcept C151730666 @default.
- W4308014931 hasConcept C154945302 @default.
- W4308014931 hasConcept C17744445 @default.
- W4308014931 hasConcept C199539241 @default.
- W4308014931 hasConcept C2776359362 @default.
- W4308014931 hasConcept C2776401178 @default.
- W4308014931 hasConcept C2778572836 @default.
- W4308014931 hasConcept C2779343474 @default.
- W4308014931 hasConcept C2781067378 @default.
- W4308014931 hasConcept C41008148 @default.
- W4308014931 hasConcept C41895202 @default.
- W4308014931 hasConcept C59404180 @default.
- W4308014931 hasConcept C86803240 @default.
- W4308014931 hasConcept C94625758 @default.
- W4308014931 hasConcept C97541855 @default.
- W4308014931 hasConceptScore W4308014931C111919701 @default.
- W4308014931 hasConceptScore W4308014931C119857082 @default.
- W4308014931 hasConceptScore W4308014931C136197465 @default.
- W4308014931 hasConceptScore W4308014931C138885662 @default.
- W4308014931 hasConceptScore W4308014931C151730666 @default.
- W4308014931 hasConceptScore W4308014931C154945302 @default.
- W4308014931 hasConceptScore W4308014931C17744445 @default.
- W4308014931 hasConceptScore W4308014931C199539241 @default.
- W4308014931 hasConceptScore W4308014931C2776359362 @default.
- W4308014931 hasConceptScore W4308014931C2776401178 @default.
- W4308014931 hasConceptScore W4308014931C2778572836 @default.
- W4308014931 hasConceptScore W4308014931C2779343474 @default.
- W4308014931 hasConceptScore W4308014931C2781067378 @default.
- W4308014931 hasConceptScore W4308014931C41008148 @default.
- W4308014931 hasConceptScore W4308014931C41895202 @default.
- W4308014931 hasConceptScore W4308014931C59404180 @default.
- W4308014931 hasConceptScore W4308014931C86803240 @default.
- W4308014931 hasConceptScore W4308014931C94625758 @default.
- W4308014931 hasConceptScore W4308014931C97541855 @default.
- W4308014931 hasLocation W43080149311 @default.
- W4308014931 hasLocation W43080149312 @default.
- W4308014931 hasOpenAccess W4308014931 @default.
- W4308014931 hasPrimaryLocation W43080149311 @default.
- W4308014931 hasRelatedWork W2742143911 @default.
- W4308014931 hasRelatedWork W2774132622 @default.
- W4308014931 hasRelatedWork W3006943036 @default.
- W4308014931 hasRelatedWork W3012234327 @default.
- W4308014931 hasRelatedWork W3173851609 @default.
- W4308014931 hasRelatedWork W4205364923 @default.
- W4308014931 hasRelatedWork W4206534706 @default.
- W4308014931 hasRelatedWork W4213225422 @default.
- W4308014931 hasRelatedWork W4229079080 @default.
- W4308014931 hasRelatedWork W4308014931 @default.
- W4308014931 isParatext "false" @default.
- W4308014931 isRetracted "false" @default.
- W4308014931 workType "article" @default.