{"id":"https://openalex.org/W7154592292","doi":"https://doi.org/10.48550/arxiv.2604.13384","title":"Agentic Open RAN: A Deterministic and Auditable Framework for Intent-Driven Radio Control","display_name":"Agentic Open RAN: A Deterministic and Auditable Framework for Intent-Driven Radio Control","publication_year":2026,"publication_date":"2026-04-15","ids":{"openalex":"https://openalex.org/W7154592292","doi":"https://doi.org/10.48550/arxiv.2604.13384"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.13384","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.13384","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.2604.13384","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133810138","display_name":"Hengxu Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Hengxu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068433690","display_name":"Dongkuan Xu","orcid":"https://orcid.org/0000-0002-1456-9658"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Dongkuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133741728","display_name":"Mingzhe Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Mingzhe","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5133794960","display_name":"Yuchen Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Yuchen","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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.18979999423027039,"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":0.18979999423027039,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.0828000009059906,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.07029999792575836,"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/control","display_name":"Control (management)","score":0.5562999844551086},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.5292999744415283},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.4406000077724457},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.4043999910354614},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.37070000171661377},{"id":"https://openalex.org/keywords/tuner","display_name":"Tuner","score":0.35850000381469727},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.3142000138759613}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7131999731063843},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5562999844551086},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.5292999744415283},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4406000077724457},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4043999910354614},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.37070000171661377},{"id":"https://openalex.org/C9819579","wikidata":"https://www.wikidata.org/wiki/Q1544018","display_name":"Tuner","level":3,"score":0.35850000381469727},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.31470000743865967},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.3142000138759613},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31209999322891235},{"id":"https://openalex.org/C98184364","wikidata":"https://www.wikidata.org/wiki/Q1780131","display_name":"Argument (complex analysis)","level":2,"score":0.3059999942779541},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.2955000102519989},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.29260000586509705},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.28540000319480896},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.28459998965263367},{"id":"https://openalex.org/C92991967","wikidata":"https://www.wikidata.org/wiki/Q7644329","display_name":"Supervisory control","level":3,"score":0.2824999988079071},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2799000144004822},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.2648000121116638}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.13384","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.13384","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.2604.13384","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.13384","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Large":[0],"language":[1,20],"models":[2],"(LLMs)":[3],"open":[4],"new":[5],"possibilities":[6],"for":[7,71,78,103],"agentic":[8,32,44,58,82,140],"control":[9,34],"in":[10,18],"Open":[11,133],"RAN,":[12],"allowing":[13],"operators":[14],"to":[15,25],"express":[16],"intents":[17],"natural":[19],"while":[21],"delegating":[22],"low-level":[23],"execution":[24],"autonomous":[26],"agents.":[27],"We":[28],"present":[29],"A1gent,":[30],"an":[31],"RAN":[33,89,134],"stack":[35],"that":[36],"decouples":[37],"reasoning":[38],"from":[39],"real-time":[40],"actuation.":[41],"A":[42,106],"non-RT":[43],"rApp":[45],"compiles":[46],"operator":[47],"goals":[48],"into":[49],"typed":[50],"A1":[51],"policy":[52,109],"instances,":[53],"and":[54,73,76,98,138],"three":[55],"task-oriented":[56],"near-RT":[57,129],"xApps":[59],"enforce":[60],"them":[61],"through":[62],"a":[63,99],"deterministic":[64,128],"loop":[65],"with":[66,127],"plane-scoped":[67],"actuation":[68],"-":[69],"E2":[70],"mobility":[72],"load":[74],"steering,":[75],"O1":[77],"energy":[79],"orchestration.":[80],"This":[81],"reasoning-execution":[83],"split":[84],"ensures":[85],"auditable":[86],"coordination":[87],"between":[88],"intelligent":[90],"controller":[91],"(RIC)":[92],"tiers,":[93],"supported":[94],"by":[95],"encoded":[96],"guardrails":[97],"fixed-priority":[100],"action":[101],"merger":[102],"conflict":[104],"governance.":[105],"training-free":[107],"adaptive":[108],"tuner":[110],"then":[111],"refines":[112],"bounded":[113],"parameters":[114],"using":[115],"KPI":[116],"memory":[117],"without":[118],"retraining,":[119],"sustaining":[120],"predictable":[121],"adaptation.":[122],"By":[123],"integrating":[124],"intent-driven":[125],"planning":[126],"execution,":[130],"A1gent":[131],"advances":[132],"toward":[135],"verifiable,":[136],"self-governing,":[137],"reproducible":[139],"intelligence.":[141]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-04-17T00:00:00"}