{"id":"https://openalex.org/W3170383044","doi":"https://doi.org/10.3233/aise210095","title":"An RL-Based Approach for IEQ Optimization in Reorganizing Interior Spaces for Home-Working","display_name":"An RL-Based Approach for IEQ Optimization in Reorganizing Interior Spaces for Home-Working","publication_year":2021,"publication_date":"2021-06-14","ids":{"openalex":"https://openalex.org/W3170383044","doi":"https://doi.org/10.3233/aise210095","mag":"3170383044"},"language":"en","primary_location":{"id":"doi:10.3233/aise210095","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aise210095","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE210095","source":{"id":"https://openalex.org/S4210168452","display_name":"Ambient intelligence and smart environments","issn_l":"1875-4163","issn":["1875-4163","1875-4171"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ambient Intelligence and Smart Environments","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE210095","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071755515","display_name":"Patrizia Ribino","orcid":"https://orcid.org/0000-0003-3266-9617"},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Patrizia Ribino","raw_affiliation_strings":["Istituto di Calcolo e Reti ad Alte prestazioni (ICAR), National Research Council, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto di Calcolo e Reti ad Alte prestazioni (ICAR), National Research Council, Italy","institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073735208","display_name":"Marina Bonomolo","orcid":"https://orcid.org/0000-0001-6084-1205"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marina Bonomolo","raw_affiliation_strings":["Dipartimento di Ingegneria, Universita degli Studi di Palermo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria, Universita degli Studi di Palermo","institution_ids":["https://openalex.org/I900890020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5575,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88304214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9616000056266785,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9616000056266785,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.6363070011138916},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5253738164901733},{"id":"https://openalex.org/keywords/thermal-comfort","display_name":"Thermal comfort","score":0.5221238732337952},{"id":"https://openalex.org/keywords/environmental-quality","display_name":"Environmental quality","score":0.48825812339782715},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4796172082424164},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.47583937644958496},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.43948161602020264},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.41365617513656616},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23915651440620422},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07907560467720032},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07172545790672302},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06771242618560791}],"concepts":[{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.6363070011138916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5253738164901733},{"id":"https://openalex.org/C133913538","wikidata":"https://www.wikidata.org/wiki/Q774514","display_name":"Thermal comfort","level":2,"score":0.5221238732337952},{"id":"https://openalex.org/C70798638","wikidata":"https://www.wikidata.org/wiki/Q4575211","display_name":"Environmental quality","level":2,"score":0.48825812339782715},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4796172082424164},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.47583937644958496},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.43948161602020264},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.41365617513656616},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23915651440620422},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07907560467720032},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07172545790672302},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06771242618560791},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/aise210095","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aise210095","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE210095","source":{"id":"https://openalex.org/S4210168452","display_name":"Ambient intelligence and smart environments","issn_l":"1875-4163","issn":["1875-4163","1875-4171"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ambient Intelligence and Smart Environments","raw_type":"book-chapter"},{"id":"pmh:oai:zenodo.org:122105","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/122105","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":{"id":"doi:10.3233/aise210095","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aise210095","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE210095","source":{"id":"https://openalex.org/S4210168452","display_name":"Ambient intelligence and smart environments","issn_l":"1875-4163","issn":["1875-4163","1875-4171"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ambient Intelligence and Smart Environments","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/1","display_name":"No poverty"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3170383044.pdf","grobid_xml":"https://content.openalex.org/works/W3170383044.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1995570398","https://openalex.org/W2034829409","https://openalex.org/W2043871169","https://openalex.org/W2045748834","https://openalex.org/W2053218116","https://openalex.org/W2166681263","https://openalex.org/W2611585503","https://openalex.org/W2741902732","https://openalex.org/W2793233739","https://openalex.org/W2886933832","https://openalex.org/W3090832565","https://openalex.org/W3099098707","https://openalex.org/W3109993998","https://openalex.org/W3111177378","https://openalex.org/W4235786988","https://openalex.org/W6987572474"],"related_works":["https://openalex.org/W4382894326","https://openalex.org/W3035105474","https://openalex.org/W4205698903","https://openalex.org/W4297537396","https://openalex.org/W4294968941","https://openalex.org/W4390279739","https://openalex.org/W4205413867","https://openalex.org/W3178681798","https://openalex.org/W2958733857","https://openalex.org/W2563017143"],"abstract_inverted_index":{"Indoor":[0],"Environmental":[1],"Quality":[2],"(IEQ)":[3],"is":[4],"a":[5,42,74,79],"very":[6],"important":[7],"aspect":[8],"in":[9,118,126],"the":[10,31,53,106,113,127],"design":[11],"of":[12,45,108,120],"spaces.":[13],"It":[14],"depends":[15],"on":[16,101],"fundamental":[17],"requirements,":[18],"and":[19,26,70,123],"it":[20],"aims":[21],"to":[22,64,83,91,104],"improve":[23],"living":[24],"quality":[25,116],"ensure":[27],"high":[28],"well-being":[29],"for":[30,89],"occupants.":[32],"Poor":[33],"IEQ":[34],"has":[35],"significant":[36],"health":[37],"consequences":[38],"as":[39,73],"people":[40,63],"spend":[41,65],"considerable":[43],"portion":[44],"their":[46,85],"time":[47,67],"indoors.":[48],"The":[49],"restrictions":[50],"imposed":[51],"by":[52,61,111],"current":[54],"SARS-CoV-2":[55],"pandemic":[56],"have":[57],"worsened":[58],"this":[59],"situation":[60,80],"requiring":[62],"more":[66],"at":[68],"home":[69,87],"adopt":[71],"home-working":[72],"primary":[75],"work":[76],"model.":[77],"Such":[78],"requires":[81],"individuals":[82],"reconfigure":[84],"interior":[86],"spaces":[88,110],"adapting":[90],"new":[92,128],"emerging":[93],"needs.":[94],"This":[95],"paper":[96],"proposes":[97],"an":[98],"approach":[99],"based":[100],"reinforcement":[102],"learning":[103],"support":[105],"rearrangement":[107],"indoor":[109,114],"maximizing":[112],"environmental":[115],"index":[117],"terms":[119],"thermal,":[121],"acoustic":[122],"visual":[124],"comfort":[125],"furniture":[129],"layout":[130],"scheme.":[131]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
