{"id":"https://openalex.org/W4411015251","doi":"https://doi.org/10.1145/3728725.3728825","title":"Dynamic Decision Correction Framework Integrating Path Optimization and Incomplete Information Handling","display_name":"Dynamic Decision Correction Framework Integrating Path Optimization and Incomplete Information Handling","publication_year":2025,"publication_date":"2025-02-21","ids":{"openalex":"https://openalex.org/W4411015251","doi":"https://doi.org/10.1145/3728725.3728825"},"language":"en","primary_location":{"id":"doi:10.1145/3728725.3728825","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3728725.3728825","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3728725.3728825","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 2nd International Conference on Generative Artificial Intelligence and Information Security","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3728725.3728825","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030505535","display_name":"Ziye Zhou","orcid":"https://orcid.org/0000-0002-6604-8176"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ziye Zhou","raw_affiliation_strings":["China Academy of Aerospace Science and Innovation, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6604-8176","affiliations":[{"raw_affiliation_string":"China Academy of Aerospace Science and Innovation, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yanbin Guo","orcid":"https://orcid.org/0009-0004-6482-3556"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanbin Guo","raw_affiliation_strings":["Hangzhou Dianzi University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0004-6482-3556","affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University, Beijing, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051018652","display_name":"Xin Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Tang","raw_affiliation_strings":["Nanjing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0001-3534-5960","affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008839311","display_name":"Kehan Li","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]},{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kehan Li","raw_affiliation_strings":["Huazhong University of Science and Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0006-4788-0457","affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology, Beijing, China","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I92403157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5117824878","display_name":"Heng You","orcid":"https://orcid.org/0009-0000-4375-2665"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Heng You","raw_affiliation_strings":["China Academy of Aerospace Science and Innovation, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-4375-2665","affiliations":[{"raw_affiliation_string":"China Academy of Aerospace Science and Innovation, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12030154,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"632","last_page":"642"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9674000144004822,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9674000144004822,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9617000222206116,"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"}},{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9616000056266785,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7171333432197571},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5783112049102783},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4435441792011261},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12901538610458374}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7171333432197571},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5783112049102783},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4435441792011261},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12901538610458374},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3728725.3728825","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3728725.3728825","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3728725.3728825","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 2nd International Conference on Generative Artificial Intelligence and Information Security","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3728725.3728825","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3728725.3728825","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3728725.3728825","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 2nd International Conference on Generative Artificial Intelligence and Information Security","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411015251.pdf","grobid_xml":"https://content.openalex.org/works/W4411015251.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W20862656","https://openalex.org/W135245984","https://openalex.org/W2162749712","https://openalex.org/W2395575420","https://openalex.org/W2523006605","https://openalex.org/W2617547828","https://openalex.org/W2623431351","https://openalex.org/W2963762747","https://openalex.org/W4212866866","https://openalex.org/W4252547120"],"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":{"Despite":[0],"significant":[1],"advancements":[2],"in":[3,17,161,175],"multi-agent":[4,18],"systems,":[5],"solving":[6],"the":[7,61,77,97,104,114,154],"optimal":[8,87],"path":[9,164],"problem":[10,115],"and":[11,129,147,166,181],"addressing":[12],"incomplete":[13,117,179],"information":[14,118,180],"remain":[15],"challenging":[16],"reinforcement":[19,50],"learning":[20,51],"(MARL).":[21],"Traditional":[22],"MARL":[23],"algorithms":[24],"often":[25],"struggle":[26],"with":[27,53],"these":[28,34],"two":[29],"critical":[30],"issues.":[31],"To":[32],"address":[33],"challenges,":[35],"this":[36,74],"paper":[37],"proposes":[38],"a":[39,107,170],"novel":[40],"framework":[41,75,156],"called":[42],"DDCF(Dynamic":[43],"Decision":[44],"Correction":[45],"Framework)":[46],"that":[47,136,153],"integrates":[48],"deep":[49],"(DRL)":[52],"Long":[54],"Short-Term":[55],"Memory":[56],"(LSTM)":[57],"networks":[58],"to":[59,85,122],"optimize":[60],"decision-making":[62,109,167],"process":[63],"for":[64,173],"agents":[65,84,121,137,174],"navigating":[66],"complex":[67,182],"environments.":[68],"The":[69,99],"first":[70],"key":[71,101],"innovation":[72,102],"of":[73,79,106,116,163],"is":[76,103],"application":[78],"LSTM":[80],"networks,":[81],"which":[82,111],"enable":[83],"learn":[86],"paths":[88],"over":[89],"time":[90],"while":[91],"considering":[92],"dynamic,":[93],"temporal":[94],"dependencies":[95],"within":[96],"environment.":[98],"second":[100],"introduction":[105],"dynamic":[108],"approach,":[110],"effectively":[112],"handles":[113],"by":[119,143,178],"enabling":[120],"make":[123],"decisions":[124],"based":[125],"on":[126],"both":[127,145],"observable":[128],"inferred":[130],"states.":[131],"This":[132],"decision":[133,183],"method":[134],"ensures":[135],"can":[138],"intelligently":[139],"handle":[140],"uncertain":[141],"environments":[142,176],"incorporating":[144],"certain":[146],"fuzzy":[148],"information.":[149],"Experimental":[150],"results":[151],"demonstrate":[152],"proposed":[155],"significantly":[157],"outperforms":[158],"traditional":[159],"methods":[160],"terms":[162],"optimization":[165],"performance,":[168],"providing":[169],"robust":[171],"solution":[172],"characterized":[177],"tasks.":[184]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}