{"id":"https://openalex.org/W2054339854","doi":"https://doi.org/10.1109/tcyb.2014.2387277","title":"Multiagent Learning of Coordination in Loosely Coupled Multiagent Systems","display_name":"Multiagent Learning of Coordination in Loosely Coupled Multiagent Systems","publication_year":2015,"publication_date":"2015-01-13","ids":{"openalex":"https://openalex.org/W2054339854","doi":"https://doi.org/10.1109/tcyb.2014.2387277","mag":"2054339854","pmid":"https://pubmed.ncbi.nlm.nih.gov/25594993"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2014.2387277","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2014.2387277","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5074681163","display_name":"Chao Yu","orcid":"https://orcid.org/0000-0002-4371-3663"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chao Yu","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China","School of Computer Science & Technology, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Computer Science & Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100774525","display_name":"Minjie Zhang","orcid":"https://orcid.org/0000-0003-1326-1106"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Minjie Zhang","raw_affiliation_strings":["School of Computer Science and Software Engineering, University of Wollongong, Wollongong, NSW, Australia","Sch. of Comput. Sci. & Software Eng., Univ. of Wollongong, Wollongong, NSW, Australia#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Software Engineering, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]},{"raw_affiliation_string":"Sch. of Comput. Sci. & Software Eng., Univ. of Wollongong, Wollongong, NSW, Australia#TAB#","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080092678","display_name":"Fenghui Ren","orcid":"https://orcid.org/0000-0001-6159-7873"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Fenghui Ren","raw_affiliation_strings":["School of Computer Science and Software Engineering, University of Wollongong, Wollongong, NSW, Australia","Sch. of Comput. Sci. & Software Eng., Univ. of Wollongong, Wollongong, NSW, Australia#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Software Engineering, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]},{"raw_affiliation_string":"Sch. of Comput. Sci. & Software Eng., Univ. of Wollongong, Wollongong, NSW, Australia#TAB#","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072156142","display_name":"Guozhen Tan","orcid":"https://orcid.org/0000-0002-7224-5694"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guozhen Tan","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China","School of Computer Science & Technology, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Computer Science & Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074681163"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":6.2276,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.96438105,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"45","issue":"12","first_page":"2853","last_page":"2867"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9995999932289124,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9995999932289124,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9947999715805054,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.732667088508606},{"id":"https://openalex.org/keywords/observability","display_name":"Observability","score":0.682736337184906},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.5956076383590698},{"id":"https://openalex.org/keywords/independence","display_name":"Independence (probability theory)","score":0.5823618173599243},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5790754556655884},{"id":"https://openalex.org/keywords/autonomous-agent","display_name":"Autonomous agent","score":0.5163353681564331},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5153276324272156},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43938201665878296},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4379033148288727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.732667088508606},{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.682736337184906},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.5956076383590698},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.5823618173599243},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5790754556655884},{"id":"https://openalex.org/C13687954","wikidata":"https://www.wikidata.org/wiki/Q4826847","display_name":"Autonomous agent","level":2,"score":0.5163353681564331},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5153276324272156},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43938201665878296},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4379033148288727},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tcyb.2014.2387277","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2014.2387277","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:25594993","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25594993","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null},{"id":"pmh:oai:ro.uow.edu.au:eispapers-6256","is_oa":false,"landing_page_url":"https://ro.uow.edu.au/eispapers/5229","pdf_url":null,"source":{"id":"https://openalex.org/S4306400510","display_name":"Research Online (University of Wollongong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204824540","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/I204824540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty of Engineering and Information Sciences - Papers: Part A","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7699999809265137}],"awards":[{"id":"https://openalex.org/G3085958718","display_name":null,"funder_award_id":"DUT14RC(3)064","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W11035765","https://openalex.org/W32403112","https://openalex.org/W56117469","https://openalex.org/W102626069","https://openalex.org/W256201028","https://openalex.org/W780398024","https://openalex.org/W1484740474","https://openalex.org/W1488636191","https://openalex.org/W1521003796","https://openalex.org/W1540755814","https://openalex.org/W1557517019","https://openalex.org/W1579312135","https://openalex.org/W1592847719","https://openalex.org/W1596727164","https://openalex.org/W1617621891","https://openalex.org/W1641379095","https://openalex.org/W1968464152","https://openalex.org/W1982678075","https://openalex.org/W1996762597","https://openalex.org/W2003470008","https://openalex.org/W2019486974","https://openalex.org/W2029280655","https://openalex.org/W2056722270","https://openalex.org/W2060565531","https://openalex.org/W2069774386","https://openalex.org/W2070963703","https://openalex.org/W2088956500","https://openalex.org/W2099618002","https://openalex.org/W2102227769","https://openalex.org/W2102558581","https://openalex.org/W2102764452","https://openalex.org/W2104602264","https://openalex.org/W2105741987","https://openalex.org/W2107544712","https://openalex.org/W2115570505","https://openalex.org/W2116600741","https://openalex.org/W2117117839","https://openalex.org/W2118318536","https://openalex.org/W2119567691","https://openalex.org/W2121863487","https://openalex.org/W2128814508","https://openalex.org/W2134269720","https://openalex.org/W2138965998","https://openalex.org/W2142505627","https://openalex.org/W2142839172","https://openalex.org/W2143496582","https://openalex.org/W2153427071","https://openalex.org/W2159142421","https://openalex.org/W2160917764","https://openalex.org/W2164948897","https://openalex.org/W2169034869","https://openalex.org/W2334782222","https://openalex.org/W2400387077","https://openalex.org/W2495884693","https://openalex.org/W2989068617","https://openalex.org/W3126986914","https://openalex.org/W3139474403","https://openalex.org/W4214717370","https://openalex.org/W4232967792","https://openalex.org/W4249441547","https://openalex.org/W6600453709","https://openalex.org/W6602332174","https://openalex.org/W6622546557","https://openalex.org/W6628916341","https://openalex.org/W6628981685","https://openalex.org/W6631137000","https://openalex.org/W6632237392","https://openalex.org/W6637971370","https://openalex.org/W6664723688","https://openalex.org/W6675811377","https://openalex.org/W6677134410","https://openalex.org/W6677356797","https://openalex.org/W6677834374","https://openalex.org/W6681246212","https://openalex.org/W6681398095","https://openalex.org/W6712955390"],"related_works":["https://openalex.org/W2983980360","https://openalex.org/W2142573751","https://openalex.org/W2156327450","https://openalex.org/W2115570505","https://openalex.org/W1815257291","https://openalex.org/W2049110658","https://openalex.org/W2372480026","https://openalex.org/W1578815166","https://openalex.org/W3146351477","https://openalex.org/W2139794416"],"abstract_inverted_index":{"Multiagent":[0],"learning":[1,23,28,38,111,122,127],"(MAL)":[2],"is":[3,48,76,101,137],"a":[4,49,72,117,120,125],"promising":[5],"technique":[6],"for":[7,31,129],"agents":[8,54,80,114,153],"to":[9,40,78,81,102,139,160],"learn":[10,82,159],"efficient":[11,37,83,131],"coordinated":[12,73,84,126],"behaviors":[13,43,85],"in":[14,44,90,144,162,166,174],"multiagent":[15],"systems":[16],"(MASs).":[17],"In":[18,69],"MAL,":[19],"concurrent":[20],"multiple":[21],"distributed":[22],"processes":[24],"can":[25,115,158],"make":[26,116],"the":[27,58,67,98,155,170],"environment":[29,47],"nonstationary":[30],"each":[32],"individual":[33],"learner.":[34],"Developing":[35],"an":[36,130],"approach":[39,75,100,136,157],"coordinate":[41],"agents'":[42],"this":[45,70],"dynamic":[46],"difficult":[50],"problem,":[51],"especially":[52],"when":[53],"do":[55],"not":[56],"know":[57],"domain":[59],"structure":[60],"and":[61,105,124,178],"have":[62],"only":[63],"local":[64],"observability":[65],"of":[66,97,147,169],"environment.":[68],"paper,":[71],"MAL":[74],"proposed":[77,99,135,156],"enable":[79],"by":[86],"exploiting":[87],"agent":[88,108],"independence":[89,109],"loosely":[91],"coupled":[92],"MASs.":[93],"The":[94,134],"main":[95],"feature":[96],"explicitly":[103],"quantify":[104],"dynamically":[106],"adapt":[107],"during":[110],"so":[112],"that":[113,152],"trade-off":[118],"between":[119],"single-agent":[121],"process":[123,128],"decision":[132],"making.":[133],"employed":[138],"solve":[140],"two-robot":[141],"navigation":[142],"problems":[143],"different":[145,167],"scales":[146],"domains.":[148],"Experimental":[149],"results":[150,173],"show":[151],"using":[154],"act":[161],"concert":[163],"or":[164],"independently":[165],"areas":[168],"environment,":[171],"which":[172],"great":[175],"computational":[176],"savings":[177],"near":[179],"optimal":[180],"performance.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
