{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,11]],"date-time":"2026-06-11T16:03:07Z","timestamp":1781193787517,"version":"3.54.1"},"reference-count":69,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100004281","name":"Narodowe Centrum Nauki","doi-asserted-by":"publisher","award":["2023\/05\/Y\/ST7\/00004"],"award-info":[{"award-number":["2023\/05\/Y\/ST7\/00004"]}],"id":[{"id":"10.13039\/501100004281","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100014440","name":"Ministerio de Ciencia, Innovaci?n y Universidades","doi-asserted-by":"publisher","award":["PID2021-123995NB-I00"],"award-info":[{"award-number":["PID2021-123995NB-I00"]}],"id":[{"id":"10.13039\/100014440","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004837","name":"Ministerio de Ciencia e Innovaci?n","doi-asserted-by":"crossref","award":["CEX2021-001195-M"],"award-info":[{"award-number":["CEX2021-001195-M"]}],"id":[{"id":"10.13039\/501100004837","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100005632","name":"Narodowe Centrum Bada? i Rozwoju","doi-asserted-by":"publisher","award":["POIR.04.02.00-00-D008\/20-01"],"award-info":[{"award-number":["POIR.04.02.00-00-D008\/20-01"]}],"id":[{"id":"10.13039\/501100005632","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001942","name":"CHIST-ERA","doi-asserted-by":"publisher","award":["ANR-23-CHR4-0005"],"award-info":[{"award-number":["ANR-23-CHR4-0005"]}],"id":[{"id":"10.13039\/501100001942","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100011033","name":"Agencia Estatal de Investigaci?n","doi-asserted-by":"publisher","award":["PCI2023-145958-2"],"award-info":[{"award-number":["PCI2023-145958-2"]}],"id":[{"id":"10.13039\/501100011033","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3597400","type":"journal-article","created":{"date-parts":[[2025,8,11]],"date-time":"2025-08-11T17:44:23Z","timestamp":1754934263000},"page":"141814-141831","source":"Crossref","is-referenced-by-count":2,"title":["Toward Specialized Wireless Networks Using an ML-Driven Radio Interface"],"prefix":"10.1109","volume":"13","author":[{"given":"Kamil","family":"Szczech","sequence":"first","affiliation":[{"name":"Faculty of Computer Science, Electronics and Telecommunications, AGH University of Krakow, Kraków, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4510-5976","authenticated-orcid":false,"given":"Maksymilian","family":"Wojnar","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science, Electronics and Telecommunications, AGH University of Krakow, Kraków, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7609-9420","authenticated-orcid":false,"given":"Katarzyna","family":"Kosek-Szott","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science, Electronics and Telecommunications, AGH University of Krakow, Kraków, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4336-7841","authenticated-orcid":false,"given":"Krzysztof","family":"Rusek","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science, Electronics and Telecommunications, AGH University of Krakow, Kraków, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5884-5581","authenticated-orcid":false,"given":"Szymon","family":"Szott","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science, Electronics and Telecommunications, AGH University of Krakow, Kraków, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8554-807X","authenticated-orcid":false,"given":"Dileepa","family":"Marasinghe","sequence":"additional","affiliation":[{"name":"Centre for Wireless Communications, University of Oulu, Oulu, Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7029-5583","authenticated-orcid":false,"given":"Nandana","family":"Rajatheva","sequence":"additional","affiliation":[{"name":"Centre for Wireless Communications, University of Oulu, Oulu, Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3954-7241","authenticated-orcid":false,"given":"Richard","family":"Combes","sequence":"additional","affiliation":[{"name":"Laboratory of Signals and Systems, CentraleSupélec, Gif-sur-Yvette, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3936-535X","authenticated-orcid":false,"given":"Francesc","family":"Wilhelmi","sequence":"additional","affiliation":[{"name":"Department of Engineering, Universitat Pompeu Fabra, Barcelona, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5756-7847","authenticated-orcid":false,"given":"Anders","family":"Jonsson","sequence":"additional","affiliation":[{"name":"Department of Engineering, Universitat Pompeu Fabra, Barcelona, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7826-3703","authenticated-orcid":false,"given":"Boris","family":"Bellalta","sequence":"additional","affiliation":[{"name":"Department of Engineering, Universitat Pompeu Fabra, Barcelona, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900411"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CAMAD62243.2024.10943088"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2400292"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLCN59089.2024.10624788"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2001187"},{"key":"ref6","article-title":"Towards an AI\/ML-defined radio for Wi-Fi: Overview, challenges, and roadmap","author":"Bellalta","year":"2024","journal-title":"arXiv:2405.12675"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3389400.3389404"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.2000206"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900637"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3179242"},{"key":"ref11","article-title":"An overview of AI in 3GPP\u2019s RAN release 18: Enhancing next-generation connectivity?","volume":"2024","author":"Lin","year":"2024","journal-title":"Global Commun."},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2023.3239220"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2300473"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/EuCNC\/6GSummit60053.2024.10597082"},{"key":"ref15","article-title":"Towards semantic communication protocols for 6G: From protocol learning to language-oriented approaches","author":"Park","year":"2023","journal-title":"arXiv:2310.09506"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3288268"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3061729"},{"key":"ref18","article-title":"MAC revivo: Artificial intelligence paves the way","author":"Pan","year":"2024","journal-title":"arXiv:2410.15820"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2014.2302471"},{"key":"ref20","first-page":"155","article-title":"Multi-player bandits\u2014A musical chairs approach","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Rosenski"},{"key":"ref21","first-page":"56","article-title":"Multi-player bandits revisited","volume-title":"Proc. Algorithmic Learn. Theory","author":"Besson"},{"key":"ref22","first-page":"1990","article-title":"Towards optimal algorithms for multi-player bandits without collision sensing information","volume-title":"Proc. Conf. Learn. Theory","author":"Huang"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2019.01.006"},{"key":"ref24","first-page":"2116","article-title":"Combinatorial bandits revisited","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Combes"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2018.2854758"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2017.2747409"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3543516.3453926"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/mwc.2016.1500356wc"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2018.2835460"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2850226"},{"key":"ref31","article-title":"A survey of model compression and acceleration for deep neural networks","author":"Cheng","year":"2017","journal-title":"arXiv:1710.09282"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3446633"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/s20020488"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3215919"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2013.6707036"},{"key":"ref36","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4899-6950-7","volume-title":"Digital Pictures: Representation, Compression and Standards","author":"Netravali","year":"1995"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2894263"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.301.2000478"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3170449"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2019.04.002"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2300728"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/NoF50125.2020.9249218"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2902371"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2022.08.014"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2018.2793946"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2018.02.027"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/OJVT.2020.2994626"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICC51166.2024.10622763"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2024.3430982"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/EuCNC\/6GSummit60053.2024.10597018"},{"issue":"1","key":"ref51","first-page":"1","article-title":"Learning Rates for Q-learning","volume":"5","author":"Even-Dar","year":"2003","journal-title":"J. Mach. Learn. Res."},{"key":"ref52","first-page":"2016","article-title":"Cooperative multi-player bandit optimization","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Bistritz"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3118346"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3063822"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/WIOPT.2006.1666484"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3114430"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC56721.2023.10293832"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2014.2369425"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2018.11.006"},{"key":"ref60","article-title":"Coordinated multi-armed bandits for improved spatial reuse in Wi-Fi","author":"Wilhelmi","year":"2024","journal-title":"arXiv:2412.03076"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TMLCN.2024.3371929"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2024.3521079"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/3551659.3559050"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3066052"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/GCWkshps45667.2019.9024538"},{"key":"ref66","doi-asserted-by":"crossref","DOI":"10.1016\/j.softx.2024.101706","article-title":"Reinforced-lib: Rapid prototyping of reinforcement learning solutions","volume":"26","author":"Wojnar","year":"2024","journal-title":"SoftwareX"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1561\/2200000068"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.3390\/s21217135"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2300431"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11121852.pdf?arnumber=11121852","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,18]],"date-time":"2025-08-18T19:46:26Z","timestamp":1755546386000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11121852\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":69,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3597400","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}