{"id":"https://openalex.org/W7169856129","doi":"https://doi.org/10.48550/arxiv.2607.17747","title":"Mobile Network Control with a World Model","display_name":"Mobile Network Control with a World Model","publication_year":2026,"publication_date":"2026-07-20","ids":{"openalex":"https://openalex.org/W7169856129","doi":"https://doi.org/10.48550/arxiv.2607.17747"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2607.17747","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.17747","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.2607.17747","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003495895","display_name":"Maxime Bouton","orcid":"https://orcid.org/0000-0002-9151-1513"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bouton, Maxime","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016328286","display_name":"Ioanna Mitsioni","orcid":"https://orcid.org/0000-0003-4933-1778"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mitsioni, Ioanna","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025353676","display_name":"Simon Lindst\u00e5hl","orcid":"https://orcid.org/0000-0002-6183-8996"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lindst\u00e5hl, Simon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5141234355","display_name":"Jaeseong Jeong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jeong, Jaeseong","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/T10714","display_name":"Software-Defined Networks and 5G","score":0.18410000205039978,"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"}},"topics":[{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.18410000205039978,"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"}},{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.16210000216960907,"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"}},{"id":"https://openalex.org/T12203","display_name":"Mobile Agent-Based Network Management","score":0.13009999692440033,"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/counterfactual-thinking","display_name":"Counterfactual thinking","score":0.6187999844551086},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6172999739646912},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5497999787330627},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4717999994754791},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.399399995803833},{"id":"https://openalex.org/keywords/network-performance","display_name":"Network performance","score":0.36399999260902405},{"id":"https://openalex.org/keywords/network-delay","display_name":"Network delay","score":0.3553999960422516},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.34369999170303345},{"id":"https://openalex.org/keywords/real-world-data","display_name":"Real world data","score":0.32910001277923584}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6614999771118164},{"id":"https://openalex.org/C108650721","wikidata":"https://www.wikidata.org/wiki/Q1783253","display_name":"Counterfactual thinking","level":2,"score":0.6187999844551086},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6172999739646912},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5497999787330627},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4717999994754791},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.399399995803833},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37700000405311584},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.36399999260902405},{"id":"https://openalex.org/C152623178","wikidata":"https://www.wikidata.org/wiki/Q436417","display_name":"Network delay","level":3,"score":0.3553999960422516},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.34369999170303345},{"id":"https://openalex.org/C3020493868","wikidata":"https://www.wikidata.org/wiki/Q55631277","display_name":"Real world data","level":2,"score":0.32910001277923584},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.32409998774528503},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.3197999894618988},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.31310001015663147},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.303600013256073},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.29739999771118164},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.29159998893737793},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.29109999537467957},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28630000352859497},{"id":"https://openalex.org/C13540734","wikidata":"https://www.wikidata.org/wiki/Q5318996","display_name":"Dynamic network analysis","level":2,"score":0.2809000015258789},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.2718999981880188},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.27000001072883606},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.2696000039577484},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2574000060558319},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.2565999925136566},{"id":"https://openalex.org/C51675839","wikidata":"https://www.wikidata.org/wiki/Q1665681","display_name":"Intelligent Network","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2538999915122986},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.2522999942302704}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2607.17747","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.17747","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.2607.17747","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.17747","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":[{"display_name":"Affordable and clean energy","score":0.8884718418121338,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,32],"increasing":[1],"complexity":[2],"of":[3,29,44,80,87,104],"mobile":[4,89],"networks":[5],"necessitates":[6],"intelligent":[7],"and":[8,40,110,126],"dynamic":[9],"control":[10,24,86],"strategies":[11],"for":[12,22],"efficient,":[13],"energy-conserving":[14],"management.":[15],"We":[16,76],"propose":[17],"a":[18,88],"world":[19,33,118],"model-based":[20],"approach":[21,82],"network":[23,49,62,90,123],"that":[25],"enables":[26],"adaptive":[27],"configuration":[28,63],"crucial":[30],"parameters.":[31],"model":[34,74,119],"is":[35],"trained":[36],"from":[37],"historical":[38],"data":[39,124],"predicts":[41],"the":[42,54,66,78,81,117,132],"impact":[43],"its":[45],"actions":[46,129],"on":[47,121],"future":[48],"states.":[50],"Our":[51,93],"controller":[52,133],"leverages":[53],"model's":[55],"uncertainty":[56],"estimate":[57],"to":[58,107],"robustly":[59],"find":[60],"optimal":[61],"changes.":[64],"Furthermore,":[65],"optimization":[67],"objective":[68],"can":[69],"be":[70],"changed":[71],"dynamically":[72],"without":[73],"retraining.":[75],"demonstrate":[77],"effectiveness":[79],"in":[83,98],"simulated":[84],"closed-loop":[85],"energy-saving":[91],"feature.":[92],"results":[94],"show":[95,116],"improved":[96],"performance":[97,120],"balancing":[99],"energy":[100],"savings":[101],"with":[102],"quality":[103],"service,":[105],"compared":[106],"traditional":[108],"methods":[109],"reinforcement":[111],"learning":[112],"approaches.":[113],"Finally,":[114],"we":[115],"real":[122],"from,":[125],"evaluate":[127],"counterfactual":[128],"proposed":[130],"by":[131],"under":[134],"various":[135],"throughput":[136],"constraints.":[137]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-07-22T00:00:00"}
