{"id":"https://openalex.org/W4403486760","doi":"https://doi.org/10.3233/faia240979","title":"Iterative Oversubscription Planning with Goal-Conflict Explanations: Scaling Up Through Policy-Guidance Approximation","display_name":"Iterative Oversubscription Planning with Goal-Conflict Explanations: Scaling Up Through Policy-Guidance Approximation","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4403486760","doi":"https://doi.org/10.3233/faia240979"},"language":"en","primary_location":{"id":"doi:10.3233/faia240979","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240979","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240979","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","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/FAIA240979","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014197019","display_name":"Rebecca Eifler","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I190497903","display_name":"Laboratoire d'Analyse et d'Architecture des Syst\u00e8mes","ror":"https://ror.org/03vcm6439","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I190497903","https://openalex.org/I193033237","https://openalex.org/I196454796","https://openalex.org/I205747304","https://openalex.org/I4210095849","https://openalex.org/I4210152422","https://openalex.org/I4210159245","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Rebecca Eifler","raw_affiliation_strings":["LAAS-CNRS, Universit\u00e9 de Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LAAS-CNRS, Universit\u00e9 de Toulouse, France","institution_ids":["https://openalex.org/I17866349","https://openalex.org/I1294671590","https://openalex.org/I190497903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039603974","display_name":"Daniel Fi\u0161er","orcid":"https://orcid.org/0000-0003-2383-9477"},"institutions":[{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Fi\u0161er","raw_affiliation_strings":["Saarland University, Saarland Informatics Campus, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saarland University, Saarland Informatics Campus, Germany","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114301669","display_name":"Aleena Siji","orcid":null},"institutions":[{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Aleena Siji","raw_affiliation_strings":["Saarland University, Saarland Informatics Campus, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saarland University, Saarland Informatics Campus, Germany","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076532681","display_name":"J\u00f6rg Hoffmann","orcid":"https://orcid.org/0000-0003-1590-5876"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]},{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00f6rg Hoffmann","raw_affiliation_strings":["German Research Center for Artificial Intelligence (DFKI), Saarbr\u00fccken, Germany","Saarland University, Saarland Informatics Campus, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I33256026"]},{"raw_affiliation_string":"Saarland University, Saarland Informatics Campus, Germany","institution_ids":["https://openalex.org/I91712215"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5014197019"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I17866349","https://openalex.org/I190497903"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37519467,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.7789000272750854,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.7789000272750854,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.701593279838562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4584992825984955},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.42939409613609314},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3870883285999298},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2344171106815338}],"concepts":[{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.701593279838562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4584992825984955},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.42939409613609314},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3870883285999298},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2344171106815338},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia240979","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240979","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240979","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia240979","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240979","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240979","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403486760.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"oversubscription":[1],"planning":[2,22,78,85],"(OSP),":[3],"not":[4],"all":[5],"goals":[6],"can":[7,189],"be":[8,95],"achieved.":[9],"If":[10],"a":[11,43,88,137,167,174],"global":[12],"optimization":[13],"objective":[14,29],"is":[15,34,68,72,87],"difficult":[16],"to":[17,94,132,202],"fix,":[18],"then":[19],"an":[20,113],"iterative":[21,84],"process":[23],"in":[24,41,75,83],"which":[25],"users":[26,92],"refine":[27],"their":[28],"based":[30,49],"on":[31,50,198],"sample":[32],"plans":[33,108],"suitable.":[35],"Recent":[36],"work":[37],"has":[38,121],"shown":[39],"that,":[40],"such":[42],"process,":[44],"explanations":[45],"of":[46,65,107,154,164,176],"plan":[47,81,127],"trade-offs":[48],"goal":[51,56],"conflicts":[52],"\u2013":[53,59],"minimal":[54],"unsolvable":[55],"subsets":[57],"(MUGS)":[58],"are":[60],"useful.":[61],"A":[62],"fundamental":[63],"limitation":[64],"this":[66,158],"approach":[67,188],"scalability.":[69],"Computing":[70],"MUGS":[71,130,204,211],"feasible":[73],"only":[74],"relatively":[76],"small":[77,200],"instances;":[79],"sometimes":[80],"generation":[82,128],"also":[86],"limiting":[89],"factor":[90],"as":[91,173],"tend":[93],"impatient.":[96],"Here":[97],"we":[98,208],"address":[99],"both":[100,126],"these":[101],"limitations":[102],"by":[103],"restricting":[104],"the":[105,118,133,147,152],"space":[106],"considered.":[109],"We":[110,124,156,169],"assume":[111],"that":[112,144,186,207],"action":[114,134],"policy":[115],"\u03c0":[116],"for":[117,178],"OSP":[119],"task":[120],"been":[122],"learned.":[123],"restrict":[125],"and":[129,151,196,216],"analysis":[131],"sequences":[135],"within":[136],"given":[138],"radius":[139],"r":[140,145],"around":[141,166],"\u03c0,":[142],"so":[143],"controls":[146],"tradeoff":[148],"between":[149],"scalability":[150],"degree":[153],"approximation.":[155],"instantiate":[157],"idea":[159],"with":[160,213],"two":[161],"different":[162],"kinds":[163],"radii":[165],"policy.":[168],"experimentally":[170],"analyze":[171],"performance":[172],"function":[175],"r,":[177],"Action":[179],"Schema":[180],"Network":[181],"policies.":[182],"The":[183],"results":[184,197],"confirm":[185],"our":[187],"scale":[190],"up":[191],"further":[192],"than":[193],"prior":[194],"work,":[195],"instances":[199],"enough":[201],"compute":[203],"exactly":[205],"indicate":[206],"obtain":[209],"informative":[210],"even":[212],"limited":[214],"runtime":[215],"memory.":[217]},"counts_by_year":[],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
