{"id":"https://openalex.org/W4410246208","doi":"https://doi.org/10.1007/s12083-025-02003-x","title":"Attentional value-factorization-based resource allocation and performance evaluation for intelligent connected vehicles","display_name":"Attentional value-factorization-based resource allocation and performance evaluation for intelligent connected vehicles","publication_year":2025,"publication_date":"2025-05-09","ids":{"openalex":"https://openalex.org/W4410246208","doi":"https://doi.org/10.1007/s12083-025-02003-x"},"language":"en","primary_location":{"id":"doi:10.1007/s12083-025-02003-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12083-025-02003-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12083-025-02003-x.pdf","source":{"id":"https://openalex.org/S177487720","display_name":"Peer-to-Peer Networking and Applications","issn_l":"1936-6442","issn":["1936-6442","1936-6450"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Peer-to-Peer Networking and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s12083-025-02003-x.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101965646","display_name":"Chao Cai","orcid":"https://orcid.org/0000-0003-1917-6367"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]},{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chao Cai","raw_affiliation_strings":["China United Network Communications Co., Ltd., Beijing, 100033, China","School of Electronic and Information Engineering, Beijing Jiao Tong University, Beijing, 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China United Network Communications Co., Ltd., Beijing, 100033, China","institution_ids":["https://openalex.org/I6507939"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiao Tong University, Beijing, 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045253161","display_name":"Jiahui Qiu","orcid":"https://orcid.org/0000-0003-4795-5536"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahui Qiu","raw_affiliation_strings":["China United Network Communications Co., Ltd., Beijing, 100033, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China United Network Communications Co., Ltd., Beijing, 100033, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119962791","display_name":"Bin Chen","orcid":"https://orcid.org/0009-0000-9974-9430"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Chen","raw_affiliation_strings":["China United Network Communications Co., Ltd., Beijing, 100033, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China United Network Communications Co., Ltd., Beijing, 100033, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026060368","display_name":"Xiangyun Zhang","orcid":"https://orcid.org/0000-0001-7179-2365"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyun Zhang","raw_affiliation_strings":["China United Network Communications Co., Ltd., Beijing, 100033, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China United Network Communications Co., Ltd., Beijing, 100033, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101376474","display_name":"Xuanhan Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuanhan Zhu","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, 100876, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, 100876, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100341552","display_name":"Yang Li","orcid":"https://orcid.org/0000-0001-5672-4110"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Li","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, 100876, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, 100876, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005821180","display_name":"Quan Yuan","orcid":"https://orcid.org/0000-0001-7024-5984"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan Yuan","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, 100876, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, 100876, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100340053","display_name":"Lili Li","orcid":"https://orcid.org/0000-0002-3712-6622"},"institutions":[{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lili Li","raw_affiliation_strings":["Talent Exchange Center, Ministry of Industry and Information Technology, Beijing, 100846, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Talent Exchange Center, Ministry of Industry and Information Technology, Beijing, 100846, China","institution_ids":["https://openalex.org/I890469752"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101965646"],"corresponding_institution_ids":["https://openalex.org/I21193070","https://openalex.org/I6507939"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":{"value":2790,"currency":"EUR","value_usd":3590},"fwci":0.6088,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68070652,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"18","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"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/computer-science","display_name":"Computer science","score":0.6005370616912842},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6002803444862366},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5239484310150146},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4713777005672455},{"id":"https://openalex.org/keywords/factorization","display_name":"Factorization","score":0.440968781709671},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3336915075778961},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32166534662246704},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25641992688179016},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2157367765903473},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.06810247898101807}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6005370616912842},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6002803444862366},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5239484310150146},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4713777005672455},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.440968781709671},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3336915075778961},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32166534662246704},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25641992688179016},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2157367765903473},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.06810247898101807}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12083-025-02003-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12083-025-02003-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12083-025-02003-x.pdf","source":{"id":"https://openalex.org/S177487720","display_name":"Peer-to-Peer Networking and Applications","issn_l":"1936-6442","issn":["1936-6442","1936-6450"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Peer-to-Peer Networking and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s12083-025-02003-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12083-025-02003-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12083-025-02003-x.pdf","source":{"id":"https://openalex.org/S177487720","display_name":"Peer-to-Peer Networking and Applications","issn_l":"1936-6442","issn":["1936-6442","1936-6450"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Peer-to-Peer Networking and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1612511543","display_name":null,"funder_award_id":"20230484364","funder_id":"https://openalex.org/F4320334978","funder_display_name":"Beijing Nova Program"},{"id":"https://openalex.org/G3840084921","display_name":null,"funder_award_id":"2022YFF0605205","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6818647588","display_name":null,"funder_award_id":"61931001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6999783098","display_name":null,"funder_award_id":"62272053","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334978","display_name":"Beijing Nova Program","ror":"https://ror.org/034k14f91"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410246208.pdf","grobid_xml":"https://content.openalex.org/works/W4410246208.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W2257377145","https://openalex.org/W3024644476","https://openalex.org/W3167318741","https://openalex.org/W3196551824","https://openalex.org/W3208507399","https://openalex.org/W4205597275","https://openalex.org/W4214733630","https://openalex.org/W4303943934","https://openalex.org/W4311628284","https://openalex.org/W4312354825","https://openalex.org/W4312454526","https://openalex.org/W4315571337","https://openalex.org/W4317739586","https://openalex.org/W4385413717","https://openalex.org/W4387448622","https://openalex.org/W4387501282","https://openalex.org/W4390284832","https://openalex.org/W4391305711","https://openalex.org/W4395673813","https://openalex.org/W4396941604","https://openalex.org/W4399485152","https://openalex.org/W4401634118","https://openalex.org/W4401683893","https://openalex.org/W4402046795","https://openalex.org/W6608687280"],"related_works":["https://openalex.org/W2794559785","https://openalex.org/W1754499339","https://openalex.org/W2013873776","https://openalex.org/W2950281908","https://openalex.org/W2963117165","https://openalex.org/W2084977674","https://openalex.org/W2583828359","https://openalex.org/W3102011585","https://openalex.org/W2037667647","https://openalex.org/W2954309532"],"abstract_inverted_index":{"Intelligent":[0],"connected":[1,22],"vehicles":[2,23],"are":[3,104],"integrated":[4],"equipment":[5],"with":[6,77],"communication,":[7,178],"computing,":[8],"and":[9,17,32,55,79,87,100,143,166,183],"control":[10],"capabilities.":[11],"The":[12,96],"diversity":[13],"of":[14,20,28,64,177],"communication":[15],"demands":[16],"high-speed":[18],"mobility":[19],"intelligent":[21],"leads":[24],"to":[25,82,91,106,129,140,145,173],"the":[26,65,85,92,101,126,137,174],"challenge":[27],"wireless":[29,37],"resource":[30,53,93,158,181],"allocation":[31,54,94,159],"performance":[33,56,86],"evaluation.":[34,185],"To":[35],"manage":[36],"resources":[38],"efficiently":[39],"in":[40],"complex":[41],"environments,":[42],"this":[43],"paper":[44],"proposes":[45],"an":[46],"attentional":[47,119],"value":[48],"factorization":[49],"(AVF)":[50],"based":[51],"cooperative":[52,157],"evaluation":[57],"method,":[58],"which":[59,164],"is":[60,75,123],"built":[61],"on":[62],"top":[63],"actor-critic-based":[66],"multiagent":[67],"deep":[68],"reinforcement":[69],"learning":[70],"(MADRL)":[71],"framework.":[72],"Specifically,":[73],"AVF":[74,154],"constructed":[76],"hierarchical":[78],"heterogeneous":[80],"critics":[81,99],"accurately":[83],"evaluate":[84],"then":[88],"fed":[89],"back":[90],"policy.":[95],"individual":[97,134],"task-specific":[98],"global":[102,112,127],"critic":[103,128],"exploited":[105],"trade":[107],"off":[108],"local":[109],"optimum":[110],"against":[111],"optimum.":[113],"In":[114],"addition,":[115],"a":[116],"meticulously":[117],"designed":[118],"action-value":[120],"mixing":[121],"network":[122],"used":[124],"by":[125,162],"assign":[130],"different":[131],"credits":[132],"for":[133],"critics,":[135],"factorizing":[136],"overall":[138,175],"reward":[139],"each":[141,146],"agent":[142],"further":[144],"agent\u2019s":[147],"sub-tasks.":[148],"Extensive":[149],"experimental":[150],"results":[151],"show":[152],"that":[153],"can":[155],"promote":[156],"among":[160],"agents":[161,165],"evaluating":[163],"what":[167],"actions":[168],"have":[169],"been":[170],"contributing":[171],"most":[172],"quality":[176],"achieving":[179],"optimal":[180],"efficiency":[182],"accurate":[184]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-12T08:28:47.272897","created_date":"2025-10-10T00:00:00"}