Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385188519> ?p ?o ?g. }
Showing items 1 to 68 of
68
with 100 items per page.
- W4385188519 abstract "Perceptual aliasing is one of the most important problems in Robot-navigation as a robot cannot distinguish its state via its immediate observations leading to poor decision-making. Frames-of-References-based XCS learns policies comprising of constituent-level paths (that may be aliased) integrated into a holistic-level path that has unique patterns of the environment leading to improved policy performance. However, unique references are required to identify an aliased state such that is impractical to learn a policy in an environment with multiple, sequential, aliased states, e.g., a long, uniform, corridor. This paper introduces methods for hierarchical references, which concatenate sequential aliased states to form a discrete unique state and references them using the end-of-the-series state. The experiments investigated the performance of the proposed system in partially observable environments with complex aliasing patterns, including sequential aliased states. The results showed that the proposed system overcomes the state-of-the-art system's issues in the tested problems; learning in sequential aliased states, unlike the previous system." @default.
- W4385188519 created "2023-07-25" @default.
- W4385188519 creator A5037814625 @default.
- W4385188519 creator A5065533636 @default.
- W4385188519 date "2023-07-15" @default.
- W4385188519 modified "2023-09-23" @default.
- W4385188519 title "Hierarchical Frames-of-References in Learning Classifier Systems" @default.
- W4385188519 cites W1526482272 @default.
- W4385188519 cites W1539216098 @default.
- W4385188519 cites W1555801537 @default.
- W4385188519 cites W1590373830 @default.
- W4385188519 cites W2084028892 @default.
- W4385188519 cites W3046405323 @default.
- W4385188519 cites W3192570781 @default.
- W4385188519 cites W4230724467 @default.
- W4385188519 cites W83387188 @default.
- W4385188519 doi "https://doi.org/10.1145/3583133.3590588" @default.
- W4385188519 hasPublicationYear "2023" @default.
- W4385188519 type Work @default.
- W4385188519 citedByCount "0" @default.
- W4385188519 crossrefType "proceedings-article" @default.
- W4385188519 hasAuthorship W4385188519A5037814625 @default.
- W4385188519 hasAuthorship W4385188519A5065533636 @default.
- W4385188519 hasBestOaLocation W43851885191 @default.
- W4385188519 hasConcept C11413529 @default.
- W4385188519 hasConcept C119857082 @default.
- W4385188519 hasConcept C136536468 @default.
- W4385188519 hasConcept C154945302 @default.
- W4385188519 hasConcept C169760540 @default.
- W4385188519 hasConcept C199360897 @default.
- W4385188519 hasConcept C26760741 @default.
- W4385188519 hasConcept C2777735758 @default.
- W4385188519 hasConcept C4069607 @default.
- W4385188519 hasConcept C41008148 @default.
- W4385188519 hasConcept C48103436 @default.
- W4385188519 hasConcept C86803240 @default.
- W4385188519 hasConcept C90509273 @default.
- W4385188519 hasConcept C95623464 @default.
- W4385188519 hasConceptScore W4385188519C11413529 @default.
- W4385188519 hasConceptScore W4385188519C119857082 @default.
- W4385188519 hasConceptScore W4385188519C136536468 @default.
- W4385188519 hasConceptScore W4385188519C154945302 @default.
- W4385188519 hasConceptScore W4385188519C169760540 @default.
- W4385188519 hasConceptScore W4385188519C199360897 @default.
- W4385188519 hasConceptScore W4385188519C26760741 @default.
- W4385188519 hasConceptScore W4385188519C2777735758 @default.
- W4385188519 hasConceptScore W4385188519C4069607 @default.
- W4385188519 hasConceptScore W4385188519C41008148 @default.
- W4385188519 hasConceptScore W4385188519C48103436 @default.
- W4385188519 hasConceptScore W4385188519C86803240 @default.
- W4385188519 hasConceptScore W4385188519C90509273 @default.
- W4385188519 hasConceptScore W4385188519C95623464 @default.
- W4385188519 hasLocation W43851885191 @default.
- W4385188519 hasOpenAccess W4385188519 @default.
- W4385188519 hasPrimaryLocation W43851885191 @default.
- W4385188519 hasRelatedWork W2512018286 @default.
- W4385188519 hasRelatedWork W2556319748 @default.
- W4385188519 hasRelatedWork W2623427976 @default.
- W4385188519 hasRelatedWork W2961085424 @default.
- W4385188519 hasRelatedWork W3158264953 @default.
- W4385188519 hasRelatedWork W3200179079 @default.
- W4385188519 hasRelatedWork W4249229055 @default.
- W4385188519 hasRelatedWork W4286629047 @default.
- W4385188519 hasRelatedWork W4306674287 @default.
- W4385188519 hasRelatedWork W4224009465 @default.
- W4385188519 isParatext "false" @default.
- W4385188519 isRetracted "false" @default.
- W4385188519 workType "article" @default.