{"id":"https://openalex.org/W7166806267","doi":"https://doi.org/10.48550/arxiv.2606.31347","title":"Smart charging of large fleets of Electric Vehicles: Independent Multi-Agent Reinforcement Learning approaches","display_name":"Smart charging of large fleets of Electric Vehicles: Independent Multi-Agent Reinforcement Learning approaches","publication_year":2026,"publication_date":"2026-06-30","ids":{"openalex":"https://openalex.org/W7166806267","doi":"https://doi.org/10.48550/arxiv.2606.31347"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.31347","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.31347","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2606.31347","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5139845941","display_name":"Xavier Rate","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rate, Xavier","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139852558","display_name":"Eloann Le Guern","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guern, Eloann Le","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018329449","display_name":"Rapha\u00ebl F\u00e9raud","orcid":"https://orcid.org/0000-0001-9986-8878"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"F\u00e9raud, Rapha\u00ebl","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139847163","display_name":"Fatma Salem","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Salem, Fatma","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139810641","display_name":"Melissa Chiknoun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chiknoun, Melissa","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139746697","display_name":"Eymeric Giabicani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Giabicani, Eymeric","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139814028","display_name":"Mehdi Feki","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feki, Mehdi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013254170","display_name":"Patrick Maill\u00e9","orcid":"https://orcid.org/0000-0003-1064-5948"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maill\u00e9, Patrick","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038603409","display_name":"Guy Camilleri","orcid":"https://orcid.org/0000-0003-2916-4589"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Camilleri, Guy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057919694","display_name":"Anne Blavette","orcid":"https://orcid.org/0000-0002-2911-3178"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Blavette, Anne","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5139810842","display_name":"Hamid Benhamed","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benhamed, Hamid","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9819999933242798,"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9819999933242798,"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/T10603","display_name":"Smart Grid Energy Management","score":0.003800000064074993,"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":0.003000000026077032,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8353999853134155},{"id":"https://openalex.org/keywords/electrification","display_name":"Electrification","score":0.7329000234603882},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.5550000071525574},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5461000204086304},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.5163000226020813},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.47350001335144043},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.43479999899864197},{"id":"https://openalex.org/keywords/dynamic-pricing","display_name":"Dynamic pricing","score":0.4302000105381012},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.39899998903274536}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8353999853134155},{"id":"https://openalex.org/C2778324724","wikidata":"https://www.wikidata.org/wiki/Q1076056","display_name":"Electrification","level":3,"score":0.7329000234603882},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6401000022888184},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.5550000071525574},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5461000204086304},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5163000226020813},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.47350001335144043},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.43479999899864197},{"id":"https://openalex.org/C2779391423","wikidata":"https://www.wikidata.org/wiki/Q17009728","display_name":"Dynamic pricing","level":2,"score":0.4302000105381012},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.39899998903274536},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.37869998812675476},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.37779998779296875},{"id":"https://openalex.org/C2776422217","wikidata":"https://www.wikidata.org/wiki/Q13629441","display_name":"Electric vehicle","level":3,"score":0.3434999883174896},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.33230000734329224},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3084999918937683},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.30809998512268066},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3061000108718872},{"id":"https://openalex.org/C13687954","wikidata":"https://www.wikidata.org/wiki/Q4826847","display_name":"Autonomous agent","level":2,"score":0.30570000410079956},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3028999865055084},{"id":"https://openalex.org/C2779280359","wikidata":"https://www.wikidata.org/wiki/Q870344","display_name":"Electricity pricing","level":4,"score":0.30239999294281006},{"id":"https://openalex.org/C40293303","wikidata":"https://www.wikidata.org/wiki/Q27137","display_name":"Electric power","level":3,"score":0.29750001430511475},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.2897999882698059},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.2822999954223633},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.28189998865127563},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2806999981403351},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.274399995803833},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.27230000495910645},{"id":"https://openalex.org/C2983254600","wikidata":"https://www.wikidata.org/wiki/Q1096907","display_name":"Power grid","level":3,"score":0.262800008058548},{"id":"https://openalex.org/C2779607880","wikidata":"https://www.wikidata.org/wiki/Q2140665","display_name":"Charging station","level":4,"score":0.2623000144958496},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.25699999928474426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.31347","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.31347","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2606.31347","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.31347","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.6753426194190979,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"electrification":[1],"of":[2,26,35],"transportation":[3],"through":[4],"electric":[5],"vehicles":[6],"introduces":[7],"new":[8],"challenges":[9],"for":[10,40,61],"power":[11],"grid":[12],"management,":[13],"such":[14,63],"as":[15],"increased":[16],"peak":[17],"demand,":[18],"voltage":[19],"fluctuations,":[20],"line":[21],"overloads,":[22,45],"and":[23,42,70,93,104],"the":[24],"integration":[25,34],"variable":[27],"renewable":[28],"energy":[29],"sources.":[30],"To":[31],"enable":[32],"efficient":[33],"EVs":[36,49],"while":[37],"minimizing":[38],"costs":[39],"users":[41],"avoiding":[43],"network":[44],"implicit":[46],"coordination":[47],"between":[48],"is":[50],"required.":[51],"This":[52],"work":[53],"compares":[54],"two":[55],"independent":[56],"multi-agent":[57],"reinforcement":[58],"learning":[59],"approaches":[60],"optimizing":[62],"decentralized":[64],"EV":[65],"charging:":[66],"contextual":[67],"combinatorial":[68],"bandits":[69],"policy":[71],"gradient":[72],"algorithms.":[73],"Using":[74],"a":[75],"realistic":[76],"simulation":[77],"environment":[78],"with":[79,107],"autonomous":[80],"agents":[81],"making":[82],"decisions":[83],"based":[84],"on":[85],"local":[86],"environmental":[87],"information":[88],"(including":[89],"price":[90],"signals,":[91],"state-of-charge,":[92],"temporal":[94],"constraints),":[95],"we":[96],"evaluate":[97],"their":[98],"performance":[99],"across":[100],"varying":[101],"congestion":[102],"levels,":[103],"mixed-strategy":[105],"configurations":[106],"heterogeneous":[108],"agent":[109],"groups":[110],"under":[111],"dynamic":[112],"electricity":[113],"pricing":[114],"derived":[115],"from":[116],"real":[117],"photovoltaic":[118],"production":[119],"data.":[120]},"counts_by_year":[],"updated_date":"2026-07-02T06:18:51.028212","created_date":"2026-07-02T00:00:00"}
