{"id":"https://openalex.org/W4407213453","doi":"https://doi.org/10.1109/tvt.2025.3539382","title":"A Game Theory-Reinforcement Learning Approach to Cooperation for UAVs","display_name":"A Game Theory-Reinforcement Learning Approach to Cooperation for UAVs","publication_year":2025,"publication_date":"2025-02-06","ids":{"openalex":"https://openalex.org/W4407213453","doi":"https://doi.org/10.1109/tvt.2025.3539382"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2025.3539382","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2025.3539382","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Vehicular Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067116677","display_name":"Changbing Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changbing Tang","raw_affiliation_strings":["College of Physics and Electronic Information Engineering, Zhejiang Normal University, Jinhua, China"],"raw_orcid":"https://orcid.org/0000-0002-1641-2611","affiliations":[{"raw_affiliation_string":"College of Physics and Electronic Information Engineering, Zhejiang Normal University, Jinhua, China","institution_ids":["https://openalex.org/I135237710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054899922","display_name":"Linchao Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linchao Pan","raw_affiliation_strings":["School of Mathematical Sciences, Zhejiang Normal University, Jinhua, China"],"raw_orcid":"https://orcid.org/0000-0002-3628-6886","affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Zhejiang Normal University, Jinhua, China","institution_ids":["https://openalex.org/I135237710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079122378","display_name":"Jie Chen","orcid":"https://orcid.org/0000-0002-7335-995X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Chen","raw_affiliation_strings":["College of Electronic Engineering, National University of Defense Technology, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-7335-995X","affiliations":[{"raw_affiliation_string":"College of Electronic Engineering, National University of Defense Technology, Hefei, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100356160","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0003-3761-0104"},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["School of Mathematical Sciences, Zhejiang Normal University, Jinhua, China"],"raw_orcid":"https://orcid.org/0000-0003-3761-0104","affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Zhejiang Normal University, Jinhua, China","institution_ids":["https://openalex.org/I135237710"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103284956","display_name":"Jingang Lai","orcid":"https://orcid.org/0000-0002-7244-5346"},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingang Lai","raw_affiliation_strings":["School of Artificial Intelligence and Automation, China","School of Artificial Intelligence and Automation"],"raw_orcid":"https://orcid.org/0000-0002-7244-5346","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Automation, China","institution_ids":["https://openalex.org/I4210100255"]},{"raw_affiliation_string":"School of Artificial Intelligence and Automation","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":39.1802,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.99702831,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"74","issue":"6","first_page":"9864","last_page":"9869"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12137","display_name":"Economic theories and models","score":0.8884000182151794,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"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/T12137","display_name":"Economic theories and models","score":0.8884000182151794,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"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/T11182","display_name":"Auction Theory and Applications","score":0.8748000264167786,"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"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.8648999929428101,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.673372745513916},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.6531744003295898},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.507982075214386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.347690224647522},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34152868390083313},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.17859265208244324},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.15452361106872559}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.673372745513916},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.6531744003295898},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.507982075214386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.347690224647522},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34152868390083313},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.17859265208244324},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.15452361106872559}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2025.3539382","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2025.3539382","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Vehicular Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8498166285","display_name":null,"funder_award_id":"62173308","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2151136700","https://openalex.org/W2942324491","https://openalex.org/W2951054802","https://openalex.org/W3158023256","https://openalex.org/W3214814008","https://openalex.org/W4200118389","https://openalex.org/W4213246061","https://openalex.org/W4220657058","https://openalex.org/W4220778500","https://openalex.org/W4224983028","https://openalex.org/W4285139343","https://openalex.org/W4285792603","https://openalex.org/W4295308232","https://openalex.org/W4306910464","https://openalex.org/W4313053130","https://openalex.org/W4327767969","https://openalex.org/W4328007770","https://openalex.org/W4378804652","https://openalex.org/W4379928101","https://openalex.org/W4387870363","https://openalex.org/W4388919195","https://openalex.org/W4389230743","https://openalex.org/W4389610481","https://openalex.org/W4391305708","https://openalex.org/W4396506414","https://openalex.org/W4396902788"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4306904969","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2138720691","https://openalex.org/W2376932109"],"abstract_inverted_index":{"To":[0],"execute":[1],"a":[2,21,73,104,109],"variety":[3],"of":[4,40,50,64,68,89,101],"collaborative":[5,136],"tasks,":[6],"the":[7,29,48,61,66,98,119,124,135],"cooperation":[8,30,130],"for":[9,32],"unmanned":[10],"aerial":[11],"vehicles":[12],"(UAVs)":[13],"with":[14,60,77],"complicated":[15,62],"interactions":[16,63],"under":[17,34,91],"dynamic":[18,35,94,99],"environments":[19,36,95],"is":[20,70,84],"challenging":[22],"and":[23,54,93],"critical":[24],"issue.":[25],"This":[26],"paper":[27],"studies":[28],"issue":[31],"UAVs":[33,69,90,132],"through":[37,96],"an":[38],"approach":[39,126],"game":[41,52,76],"theory-reinforcement":[42],"learning":[43,83],"(GT-RL)":[44],"approach,":[45],"which":[46],"combines":[47],"advantages":[49],"both":[51],"theory":[53],"reinforcement":[55,82],"learning.":[56],"First,":[57],"to":[58,86],"cope":[59],"UAVs,":[65,102],"cluster":[67],"modeled":[71],"as":[72],"public":[74],"goods":[75],"asymmetrical":[78],"environmental":[79],"feedback.":[80],"Then,":[81],"adopted":[85],"optimize":[87],"decision-making":[88],"unknown":[92],"comparing":[97],"behaviors":[100],"where":[103],"novel":[105],"dynamics":[106],"system":[107],"offers":[108],"more":[110],"comprehensive":[111],"understanding":[112],"on":[113],"cooperative":[114],"behavior":[115],"among":[116,131],"UAVs.":[117],"Finally,":[118],"simulation":[120],"results":[121],"show":[122],"that":[123],"GT-RL":[125],"can":[127],"effectively":[128],"promote":[129],"in":[133],"completing":[134],"tasks.":[137]},"counts_by_year":[{"year":2025,"cited_by_count":19}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
