{"id":"https://openalex.org/W4414360339","doi":"https://doi.org/10.24963/ijcai.2025/1152","title":"A Survey on Model Repair in AI Planning","display_name":"A Survey on Model Repair in AI Planning","publication_year":2025,"publication_date":"2025-09-01","ids":{"openalex":"https://openalex.org/W4414360339","doi":"https://doi.org/10.24963/ijcai.2025/1152"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2025/1152","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/1152","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":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.hud.ac.uk/en/publications/ace58d7c-61b4-4f7e-ac8e-e226d89e2153","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009175450","display_name":"Pascal Bercher","orcid":"https://orcid.org/0000-0002-0795-4320"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Pascal Bercher","raw_affiliation_strings":["The Australian National University"],"affiliations":[{"raw_affiliation_string":"The Australian National University","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028325441","display_name":"Sarath Sreedharan","orcid":"https://orcid.org/0000-0002-2299-0178"},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sarath Sreedharan","raw_affiliation_strings":["Colorado State University"],"affiliations":[{"raw_affiliation_string":"Colorado State University","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086585008","display_name":"Mauro Vallati","orcid":"https://orcid.org/0000-0002-8429-3570"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mauro Vallati","raw_affiliation_strings":["University of Huddersfield"],"affiliations":[{"raw_affiliation_string":"University of Huddersfield","institution_ids":["https://openalex.org/I133837150"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009175450"],"corresponding_institution_ids":["https://openalex.org/I118347636"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13995536,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"10371","last_page":"10380"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9718999862670898,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9718999862670898,"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/automated-planning-and-scheduling","display_name":"Automated planning and scheduling","score":0.6215999722480774},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5979999899864197},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5734999775886536},{"id":"https://openalex.org/keywords/scratch","display_name":"Scratch","score":0.35249999165534973},{"id":"https://openalex.org/keywords/domain-model","display_name":"Domain model","score":0.3337000012397766},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.31769999861717224}],"concepts":[{"id":"https://openalex.org/C114073186","wikidata":"https://www.wikidata.org/wiki/Q2631895","display_name":"Automated planning and scheduling","level":2,"score":0.6215999722480774},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5979999899864197},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5796999931335449},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5734999775886536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4124000072479248},{"id":"https://openalex.org/C2781235140","wikidata":"https://www.wikidata.org/wiki/Q275131","display_name":"Scratch","level":2,"score":0.35249999165534973},{"id":"https://openalex.org/C92548554","wikidata":"https://www.wikidata.org/wiki/Q2262868","display_name":"Domain model","level":3,"score":0.3337000012397766},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.31850001215934753},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.31769999861717224},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3041999936103821},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.2842000126838684},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.27869999408721924},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2752000093460083},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27160000801086426},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2711000144481659},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.2621999979019165},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.26179999113082886},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.2508000135421753},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.25060001015663147},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.25060001015663147}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.24963/ijcai.2025/1152","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/1152","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:pure.atira.dk:openaire/ace58d7c-61b4-4f7e-ac8e-e226d89e2153","is_oa":true,"landing_page_url":"https://pure.hud.ac.uk/en/publications/ace58d7c-61b4-4f7e-ac8e-e226d89e2153","pdf_url":null,"source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bercher, P, Sreedharan, S & Vallati, M 2025, A Survey on Model Repair in AI Planning. in J Kwok (ed.), Proceedings of the 34th International Joint Conference on Artificial Intelligence : IJCAI 2025. IJCAI Organization, pp. 10371-10380, 34th International Joint Conference on Artificial Intelligence, Montreal, Quebec, Canada, 16/08/25. https://doi.org/10.24963/ijcai.2025/1152","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/ace58d7c-61b4-4f7e-ac8e-e226d89e2153","is_oa":true,"landing_page_url":"https://pure.hud.ac.uk/en/publications/ace58d7c-61b4-4f7e-ac8e-e226d89e2153","pdf_url":null,"source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bercher, P, Sreedharan, S & Vallati, M 2025, A Survey on Model Repair in AI Planning. in J Kwok (ed.), Proceedings of the 34th International Joint Conference on Artificial Intelligence : IJCAI 2025. IJCAI Organization, pp. 10371-10380, 34th International Joint Conference on Artificial Intelligence, Montreal, Quebec, Canada, 16/08/25. https://doi.org/10.24963/ijcai.2025/1152","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Accurate":[0],"planning":[1,12,27],"models":[2,16,47],"are":[3],"a":[4,19],"prerequisite":[5],"for":[6,26,65,74,81],"the":[7,31,66],"appropriate":[8],"functioning":[9],"of":[10,33,99],"AI":[11],"applications.":[13],"Creating":[14],"these":[15],"is,":[17],"however,":[18],"tedious":[20],"and":[21,54,95],"error-prone":[22],"task":[23],"--":[24],"even":[25],"experts.":[28],"This":[29],"makes":[30],"provision":[32],"automated":[34],"modeling":[35],"support":[36],"essential.":[37],"In":[38],"this":[39],"work,":[40],"we":[41,101],"differentiate":[42],"between":[43],"approaches":[44,64],"that":[45,56,70],"learn":[46],"from":[48],"scratch":[49],"(called":[50],"domain":[51,75],"model":[52,91],"acquisition)":[53],"those":[55,69],"repair":[57,76],"flawed":[58],"or":[59],"incomplete":[60],"ones.":[61],"We":[62],"survey":[63],"latter,":[67],"including":[68],"can":[71],"be":[72],"used":[73],"but":[77],"have":[78],"been":[79],"developed":[80],"other":[82],"applications,":[83],"discuss":[84],"possible":[85],"optimization":[86],"metrics":[87],"(i.e.,":[88],"which":[89],"repaired":[90],"to":[92],"aim":[93],"at),":[94],"conclude":[96],"with":[97],"lines":[98],"research":[100],"believe":[102],"deserve":[103],"more":[104],"attention.":[105]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}