{"id":"https://openalex.org/W4414359514","doi":"https://doi.org/10.24963/ijcai.2025/1058","title":"Agent-based Modeling Meets the Capability Approach for Human Development: Simulating Homelessness Policy-making","display_name":"Agent-based Modeling Meets the Capability Approach for Human Development: Simulating Homelessness Policy-making","publication_year":2025,"publication_date":"2025-09-01","ids":{"openalex":"https://openalex.org/W4414359514","doi":"https://doi.org/10.24963/ijcai.2025/1058"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2025/1058","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/1058","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2503.18389","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109688807","display_name":"Alba Aguilera","orcid":"https://orcid.org/0009-0003-5336-8570"},"institutions":[{"id":"https://openalex.org/I4210131846","display_name":"Artificial Intelligence Research Institute","ror":"https://ror.org/03c0ach84","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210131846"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alba Aguilera","raw_affiliation_strings":["Artificial Intelligence Research Institute (IIIA-CSIC)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Institute (IIIA-CSIC)","institution_ids":["https://openalex.org/I4210131846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030063242","display_name":"Nardine Osman","orcid":"https://orcid.org/0000-0002-2766-3475"},"institutions":[{"id":"https://openalex.org/I4210131846","display_name":"Artificial Intelligence Research Institute","ror":"https://ror.org/03c0ach84","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210131846"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Nardine Osman","raw_affiliation_strings":["Artificial Intelligence Research Institute (IIIA-CSIC)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Institute (IIIA-CSIC)","institution_ids":["https://openalex.org/I4210131846"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034208573","display_name":"Georgina Curto","orcid":"https://orcid.org/0000-0002-8232-3131"},"institutions":[{"id":"https://openalex.org/I190118902","display_name":"United Nations University Institute on Globalization, Culture and Mobility","ror":"https://ror.org/059gc9s81","country_code":"ES","type":"education","lineage":["https://openalex.org/I190118902","https://openalex.org/I4210104502"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Georgina Curto","raw_affiliation_strings":["United Nations University Institute in Macau"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"United Nations University Institute in Macau","institution_ids":["https://openalex.org/I190118902"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5501,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85134415,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"9520","last_page":"9528"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11817","display_name":"Housing, Finance, and Neoliberalism","score":0.6438999772071838,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11817","display_name":"Housing, Finance, and Neoliberalism","score":0.6438999772071838,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12147","display_name":"Urban and Rural Development Challenges","score":0.6093000173568726,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10446","display_name":"Income, Poverty, and Inequality","score":0.5986999869346619,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/capability-approach","display_name":"Capability approach","score":0.8507000207901001},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5515999794006348},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4212000072002411},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4117000102996826},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.4034999907016754},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.3799000084400177},{"id":"https://openalex.org/keywords/sustainable-development","display_name":"Sustainable development","score":0.3693000078201294}],"concepts":[{"id":"https://openalex.org/C2781118332","wikidata":"https://www.wikidata.org/wiki/Q430460","display_name":"Capability approach","level":2,"score":0.8507000207901001},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5515999794006348},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4973999857902527},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43959999084472656},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4374000132083893},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4212000072002411},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4117000102996826},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.41100001335144043},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.4034999907016754},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3874000012874603},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.3799000084400177},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.3693000078201294},{"id":"https://openalex.org/C194959371","wikidata":"https://www.wikidata.org/wiki/Q17056235","display_name":"Inequity aversion","level":3,"score":0.29989999532699585},{"id":"https://openalex.org/C45555294","wikidata":"https://www.wikidata.org/wiki/Q28113351","display_name":"Inequality","level":2,"score":0.2912999987602234},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.28679999709129333},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.27059999108314514},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.2703999876976013},{"id":"https://openalex.org/C83864248","wikidata":"https://www.wikidata.org/wiki/Q177323","display_name":"Developing country","level":2,"score":0.26330000162124634},{"id":"https://openalex.org/C19159745","wikidata":"https://www.wikidata.org/wiki/Q828395","display_name":"Social policy","level":2,"score":0.257099986076355},{"id":"https://openalex.org/C134659438","wikidata":"https://www.wikidata.org/wiki/Q5853064","display_name":"Social exclusion","level":2,"score":0.2563999891281128},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.2538999915122986}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.24963/ijcai.2025/1058","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/1058","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2503.18389","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2503.18389","pdf_url":"https://arxiv.org/pdf/2503.18389","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:doi:10.48550/arxiv.2503.18389","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2503.18389","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2503.18389","pdf_url":"https://arxiv.org/pdf/2503.18389","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,87,144,167],"global":[1],"rise":[2],"in":[3,67,148,159,182,189,198],"homelessness":[4,25],"calls":[5],"for":[6,41,113],"urgent":[7],"and":[8,13,84,122,124,156,164],"alternative":[9,135],"policy":[10],"solutions.":[11],"Non-profits":[12],"governmental":[14],"organizations":[15],"alert":[16],"about":[17],"the":[18,31,37,47,53,76,92,171,183],"many":[19],"challenges":[20,194],"faced":[21],"by":[22],"people":[23],"experiencing":[24],"(PEH),":[26],"which":[27,51,185],"include":[28],"not":[29],"only":[30],"lack":[32,38],"of":[33,39,69,117,153,170,192],"shelter":[34],"but":[35],"also":[36],"opportunities":[40],"personal":[42],"development.":[43],"In":[44],"this":[45],"context,":[46],"capability":[48],"approach":[49],"(CA),":[50],"underpins":[52],"United":[54],"Nations":[55],"Sustainable":[56],"Development":[57],"Goals":[58],"(SDGs),":[59],"provides":[60],"a":[61,95,107,149,176,190,199],"comprehensive":[62],"framework":[63,130,145],"to":[64,105,133,138,174,195],"assess":[65,134,196],"inequity":[66,155],"terms":[68],"real":[70,150],"opportunities.":[71],"This":[72],"paper":[73],"explores":[74],"how":[75],"CA":[77,93],"can":[78,186],"be":[79,187],"combined":[80],"with":[81,161],"agent-based":[82,128,178],"modelling":[83],"reinforcement":[85],"learning.":[86],"goals":[88],"are:":[89],"(1)":[90],"implementing":[91],"as":[94,120],"Markov":[96],"Decision":[97],"Process":[98],"(MDP),":[99],"(2)":[100],"building":[101],"on":[102],"such":[103,119],"MDP":[104],"develop":[106,175],"rich":[108],"decision-making":[109],"model":[110],"that":[111,131],"accounts":[112],"more":[114],"complex":[115],"motivators":[116],"behaviour,":[118],"values":[121],"needs,":[123],"(3)":[125],"developing":[126],"an":[127],"simulation":[129,179],"allows":[132],"policies":[136,197],"aiming":[137],"expand":[139],"or":[140],"restore":[141],"people's":[142],"capabilities.":[143],"is":[146,173],"developed":[147],"case":[151],"study":[152],"health":[154],"homelessness,":[157],"working":[158],"collaboration":[160],"stakeholders,":[162],"non-profits":[163],"domain":[165],"experts.":[166],"ultimate":[168],"goal":[169],"project":[172],"novel":[177],"framework,":[180],"rooted":[181],"CA,":[184],"replicated":[188],"diversity":[191],"social":[193],"non-invasive":[200],"way.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
