{"id":"https://openalex.org/W2952684620","doi":"https://doi.org/10.1145/3307334.3328606","title":"Multi-Agent Deep Reinforcement Learning for Connected Vehicles (poster)","display_name":"Multi-Agent Deep Reinforcement Learning for Connected Vehicles (poster)","publication_year":2019,"publication_date":"2019-06-12","ids":{"openalex":"https://openalex.org/W2952684620","doi":"https://doi.org/10.1145/3307334.3328606","mag":"2952684620"},"language":"en","primary_location":{"id":"doi:10.1145/3307334.3328606","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3307334.3328606","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services","raw_type":"proceedings-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/A5052173276","display_name":"Dohyun Kwon","orcid":null},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Dohyun Kwon","raw_affiliation_strings":["Chung-Ang University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Chung-Ang University, Seoul, South Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100724796","display_name":"Soohyun Park","orcid":"https://orcid.org/0000-0002-6556-9746"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soohyun Park","raw_affiliation_strings":["Chung-Ang University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Chung-Ang University, Seoul, South Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103015771","display_name":"Joongheon Kim","orcid":"https://orcid.org/0000-0002-1794-6076"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joongheon Kim","raw_affiliation_strings":["Chung-Ang University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Chung-Ang University, Seoul, South Korea","institution_ids":["https://openalex.org/I67900169"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052173276"],"corresponding_institution_ids":["https://openalex.org/I67900169"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04732834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"524","last_page":"525"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9987999796867371,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9987999796867371,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9980999827384949,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9739000201225281,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8559973239898682},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.812829852104187},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7477073669433594},{"id":"https://openalex.org/keywords/economic-shortage","display_name":"Economic shortage","score":0.619563639163971},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5991979837417603},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5883898735046387},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.5484191179275513},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.49976038932800293},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4977905750274658},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.4862717390060425},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.47703951597213745},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.45051708817481995},{"id":"https://openalex.org/keywords/q-learning","display_name":"Q-learning","score":0.41664761304855347},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35128000378608704},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2947673797607422},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.28746044635772705},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.2851942181587219},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1407715082168579}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8559973239898682},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.812829852104187},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7477073669433594},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.619563639163971},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5991979837417603},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5883898735046387},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.5484191179275513},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.49976038932800293},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4977905750274658},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.4862717390060425},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.47703951597213745},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.45051708817481995},{"id":"https://openalex.org/C188116033","wikidata":"https://www.wikidata.org/wiki/Q2664563","display_name":"Q-learning","level":3,"score":0.41664761304855347},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35128000378608704},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2947673797607422},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.28746044635772705},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.2851942181587219},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1407715082168579},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3307334.3328606","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3307334.3328606","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G1678500373","display_name":null,"funder_award_id":"2016R1C1B1015406, 2017R1A4A1015675","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G7509914469","display_name":null,"funder_award_id":"2018-0-00170","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2471288191","https://openalex.org/W3126135128"],"related_works":["https://openalex.org/W790449367","https://openalex.org/W4302568799","https://openalex.org/W1482197907","https://openalex.org/W1550567184","https://openalex.org/W2950729840","https://openalex.org/W2156248763","https://openalex.org/W2291764513","https://openalex.org/W3003419070","https://openalex.org/W2124540127","https://openalex.org/W3197108443"],"abstract_inverted_index":{"The":[0,68],"vehicles":[1],"take":[2],"a":[3,42,90,95],"role":[4],"of":[5,64,71],"mobile":[6,53,73,86],"devices":[7,54],"so":[8],"that":[9],"resource":[10,49],"management":[11],"issue":[12,63],"among":[13],"them":[14],"in":[15,33,55],"cellular":[16],"networks":[17],"is":[18,28,75],"getting":[19],"highlighted.":[20],"In":[21,37],"addition,":[22],"the":[23,79],"millimeter-wave":[24],"(mmWave)":[25],"base":[26,91],"station":[27,92],"expected":[29],"to":[30],"be":[31],"included":[32],"existing":[34],"heterogeneous":[35,56],"networks.":[36],"this":[38],"regard,":[39],"we":[40],"present":[41],"multi-agent":[43],"deep":[44],"reinforcement":[45],"learning":[46],"(MADRL)":[47],"based":[48],"allocation":[50],"strategy":[51],"for":[52],"vehicular":[57],"networks,":[58],"which":[59],"suffer":[60],"from":[61],"shortage":[62],"shared":[65],"frequency":[66,96],"band.":[67],"downlink":[69],"throughput":[70],"each":[72,85],"device":[74,87],"cooperatively":[76],"enhanced":[77],"by":[78],"proposed":[80],"MADRL":[81],"method,":[82],"and":[83,93],"thus":[84],"associates":[88],"with":[89],"uses":[94],"band":[97],"within":[98],"low":[99],"delay.":[100]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}