{"id":"https://openalex.org/W7165615938","doi":"https://doi.org/10.48550/arxiv.2606.23585","title":"Decentralized Autonomous Traffic Management through Corridor Networks","display_name":"Decentralized Autonomous Traffic Management through Corridor Networks","publication_year":2026,"publication_date":"2026-06-22","ids":{"openalex":"https://openalex.org/W7165615938","doi":"https://doi.org/10.48550/arxiv.2606.23585"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.23585","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.23585","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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.2606.23585","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083352391","display_name":"Jasmine Jerry Aloor","orcid":"https://orcid.org/0000-0003-4257-3870"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aloor, Jasmine Jerry","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139177216","display_name":"Aadarsh Govada","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Govada, Aadarsh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5039967363","display_name":"Hamsa Balakrishnan","orcid":"https://orcid.org/0000-0002-8624-7041"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Balakrishnan, Hamsa","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/T11489","display_name":"Air Traffic Management and Optimization","score":0.8431000113487244,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11489","display_name":"Air Traffic Management and Optimization","score":0.8431000113487244,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10524","display_name":"Traffic control and management","score":0.07199999690055847,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.014600000344216824,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.7038999795913696},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.5504000186920166},{"id":"https://openalex.org/keywords/air-traffic-control","display_name":"Air traffic control","score":0.5200999975204468},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.43369999527931213},{"id":"https://openalex.org/keywords/air-traffic-management","display_name":"Air traffic management","score":0.43230000138282776},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.4097999930381775},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.4000000059604645},{"id":"https://openalex.org/keywords/traffic-planning","display_name":"Traffic planning","score":0.32690000534057617}],"concepts":[{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.7038999795913696},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.614799976348877},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.5504000186920166},{"id":"https://openalex.org/C166961238","wikidata":"https://www.wikidata.org/wiki/Q221395","display_name":"Air traffic control","level":2,"score":0.5200999975204468},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.43369999527931213},{"id":"https://openalex.org/C2776777543","wikidata":"https://www.wikidata.org/wiki/Q1361182","display_name":"Air traffic management","level":3,"score":0.43230000138282776},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.4097999930381775},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.4000000059604645},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.3828999996185303},{"id":"https://openalex.org/C2986442093","wikidata":"https://www.wikidata.org/wiki/Q1034047","display_name":"Traffic planning","level":2,"score":0.32690000534057617},{"id":"https://openalex.org/C114809511","wikidata":"https://www.wikidata.org/wiki/Q1412924","display_name":"Flow network","level":2,"score":0.31130000948905945},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.3111000061035156},{"id":"https://openalex.org/C205875254","wikidata":"https://www.wikidata.org/wiki/Q17156857","display_name":"Decentralised system","level":3,"score":0.3028999865055084},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2906000018119812},{"id":"https://openalex.org/C2776207758","wikidata":"https://www.wikidata.org/wiki/Q5303302","display_name":"Downstream (manufacturing)","level":2,"score":0.2809000015258789},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2777000069618225},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.2732999920845032},{"id":"https://openalex.org/C198783460","wikidata":"https://www.wikidata.org/wiki/Q629173","display_name":"Management system","level":2,"score":0.2653000056743622},{"id":"https://openalex.org/C79487989","wikidata":"https://www.wikidata.org/wiki/Q934680","display_name":"Vehicle dynamics","level":2,"score":0.26350000500679016},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.25440001487731934},{"id":"https://openalex.org/C42693407","wikidata":"https://www.wikidata.org/wiki/Q4686317","display_name":"Advanced Traffic Management System","level":3,"score":0.25200000405311584}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.23585","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.23585","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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.2606.23585","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.23585","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":[{"id":"https://metadata.un.org/sdg/11","score":0.4756770133972168,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"As":[0],"autonomous":[1,38,46],"aircraft":[2,47],"are":[3],"introduced":[4],"at":[5],"scale":[6],"and":[7,22,105,127,155,172],"traffic":[8,39,59,81,123,179],"density":[9],"increases,":[10],"centralized":[11,133],"management":[12,60,83],"becomes":[13],"insufficient":[14],"to":[15,43,58,75,119,146],"coordinate":[16],"the":[17,53,77,182],"large":[18],"numbers":[19],"of":[20,55,79,103,144,157],"crewed":[21],"uncrewed":[23],"aircraft.":[24],"Dedicated":[25],"Advanced":[26],"Air":[27],"Mobility":[28],"(AAM)":[29],"corridors":[30],"have":[31],"therefore":[32],"been":[33],"proposed":[34],"for":[35],"organizing":[36],"high-density":[37],"flows.":[40],"The":[41],"desire":[42],"scalably":[44],"provide":[45],"flexibility":[48],"in":[49,61,84,92,107,142],"trajectory":[50],"planning":[51],"motivates":[52],"development":[54],"decentralized":[56,80],"approaches":[57],"AAM":[62],"corridors.":[63],"In":[64],"this":[65],"work,":[66],"we":[67],"extend":[68],"a":[69,93,108],"multi-agent":[70],"reinforcement":[71],"learning":[72],"(MARL)":[73],"approach":[74],"address":[76],"challenge":[78],"flow":[82],"air":[85],"corridor":[86,147,183],"networks.":[87],"We":[88,138,160],"test":[89],"policies":[90,165],"trained":[91],"single-corridor":[94],"setting":[95],"on":[96],"increasingly":[97],"complex":[98],"multi-corridor":[99],"networks":[100],"with":[101,121],"combinations":[102],"merges":[104],"splits":[106],"zero-shot":[109],"manner.":[110],"Experimental":[111],"results":[112],"demonstrate":[113],"that":[114,162],"learned":[115],"behaviors":[116],"transfer":[117],"well":[118],"scenarios":[120],"varying":[122],"density,":[124],"network":[125],"geometry,":[126],"heterogeneous":[128],"vehicle":[129],"performance,":[130],"without":[131],"needing":[132],"coordination":[134],"or":[135],"model":[136],"retraining.":[137],"evaluate":[139],"system-level":[140],"performance":[141],"terms":[143],"conformance":[145],"boundaries,":[148],"completion":[149],"rates,":[150],"average":[151],"speeds,":[152],"distance":[153],"traveled,":[154],"maintenance":[156],"inter-aircraft":[158],"separation.":[159],"find":[161],"although":[163],"our":[164],"require":[166],"only":[167],"locally":[168],"coordinated":[169],"entry,":[170],"traversal,":[171],"exit":[173],"behaviors,":[174],"they":[175],"collectively":[176],"produce":[177],"desirable":[178],"flows":[180],"through":[181],"network.":[184]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-06-24T00:00:00"}
