{"id":"https://openalex.org/W4407396163","doi":"https://doi.org/10.1587/transinf.2024edl8090","title":"An Improved MPQUIC Scheduler Based on Multi-Agent Reinforcement Learning","display_name":"An Improved MPQUIC Scheduler Based on Multi-Agent Reinforcement Learning","publication_year":2025,"publication_date":"2025-02-12","ids":{"openalex":"https://openalex.org/W4407396163","doi":"https://doi.org/10.1587/transinf.2024edl8090"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2024edl8090","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2024edl8090","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E108.D/8/E108.D_2024EDL8090/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E108.D/8/E108.D_2024EDL8090/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019337151","display_name":"C. X. Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenchi LIU","raw_affiliation_strings":["School of Computer Science and Technology, Zhejiang Sci-Tech University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang Sci-Tech University","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036917849","display_name":"Ao ZHAN","orcid":"https://orcid.org/0000-0002-1696-4600"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ao ZHAN","raw_affiliation_strings":["School of Information Science and Engineering, Zhejiang Sci-Tech University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Zhejiang Sci-Tech University","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007828181","display_name":"Chengyu Wu","orcid":"https://orcid.org/0000-0002-7467-2737"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengyu WU","raw_affiliation_strings":["School of Information Science and Engineering, Zhejiang Sci-Tech University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Zhejiang Sci-Tech University","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032170469","display_name":"Zhengqiang Wang","orcid":"https://orcid.org/0000-0002-8114-3024"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengqiang WANG","raw_affiliation_strings":["School of Communications and Information Engineering, Chongqing University of Posts and Telecommunication"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, Chongqing University of Posts and Telecommunication","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":0.02361253,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"E108.D","issue":"8","first_page":"1011","last_page":"1015"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9110000133514404,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9110000133514404,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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":0.8961573839187622},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8872597813606262},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46274712681770325},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40439605712890625}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8961573839187622},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8872597813606262},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46274712681770325},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40439605712890625}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2024edl8090","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2024edl8090","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E108.D/8/E108.D_2024EDL8090/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2024edl8090","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2024edl8090","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E108.D/8/E108.D_2024EDL8090/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407396163.pdf","grobid_xml":"https://content.openalex.org/works/W4407396163.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"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":{"Conventional":[0],"Multipath":[1],"QUIC":[2],"(MPQUIC)":[3],"scheduler":[4,24,40,85],"struggles":[5],"in":[6,31],"dynamic":[7,32,77],"networks":[8,33],"with":[9,47],"multiple":[10,106],"clients,":[11,98],"significantly":[12,86],"hindering":[13],"its":[14],"potential.":[15],"In":[16],"this":[17],"letter,":[18],"a":[19,48],"Multi-Agent":[20],"Reinforcement":[21],"Learning-based":[22],"MPQUIC":[23],"is":[25,41],"designed":[26],"to":[27,69],"optimize":[28],"communication":[29],"transmission":[30],"for":[34,53,76,96],"the":[35,44,59,71,84,102],"multi-client":[36],"scenario.":[37],"The":[38,79],"proposed":[39],"implemented":[42],"on":[43],"server":[45],"side":[46],"Deep":[49],"Q-Network":[50],"(DQN)":[51],"agent":[52,57],"each":[54,56],"client,":[55],"observes":[58],"state":[60],"of":[61,73,105],"all":[62,97],"network":[63],"flows":[64],"and":[65,93],"adjusts":[66],"scheduling":[67],"strategies":[68],"enhance":[70],"Quality":[72],"Service":[74],"(QoS)":[75],"networks.":[78],"simulation":[80],"results":[81],"demonstrate":[82],"that":[83],"outperforms":[87],"existing":[88],"schedulers":[89],"by":[90],"reducing":[91],"latency":[92],"amplifying":[94],"throughput":[95],"thus":[99],"adeptly":[100],"satisfying":[101],"QoS":[103],"requirements":[104],"clients.":[107]},"counts_by_year":[],"updated_date":"2026-08-23T07:36:19.812096","created_date":"2025-10-10T00:00:00"}