{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T00:27:45Z","timestamp":1787012865634,"version":"3.56.0"},"reference-count":33,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2020,6,1]],"date-time":"2020-06-01T00:00:00Z","timestamp":1590969600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,6,1]],"date-time":"2020-06-01T00:00:00Z","timestamp":1590969600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,6,1]],"date-time":"2020-06-01T00:00:00Z","timestamp":1590969600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100010665","name":"European Union Horizon 2020 research and innovation programme under Marie Sklodowska-Curie Research and Innovation Staff Exchange grant through the project RECENT","doi-asserted-by":"publisher","award":["823903"],"award-info":[{"award-number":["823903"]}],"id":[{"id":"10.13039\/100010665","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cogn. Commun. Netw."],"published-print":{"date-parts":[[2020,6]]},"DOI":"10.1109\/tccn.2019.2957224","type":"journal-article","created":{"date-parts":[[2019,12,3]],"date-time":"2019-12-03T15:37:16Z","timestamp":1575387436000},"page":"844-857","source":"Crossref","is-referenced-by-count":30,"title":["Fast Q-Learning for Improved Finite Length Performance of Irregular Repetition Slotted ALOHA"],"prefix":"10.1109","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7170-7108","authenticated-orcid":false,"given":"Eleni","family":"Nisioti","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7266-2642","authenticated-orcid":false,"given":"Nikolaos","family":"Thomos","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref33","first-page":"398","article-title":"Dispersion games: General definitions and some specific learning results","author":"grenager","year":"2002","journal-title":"Proc 18th Nat \/14th Conf Artif Intell \/Innov Appl Artif Intell (AAAI)"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/18.910578"},{"key":"ref31","first-page":"619","article-title":"Discretized approximations for POMDP with average cost","author":"yu","year":"2004","journal-title":"Proc 20th Conf Uncertainty Artif Intell"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2015.2425228"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TCOM.1983.1095828"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2007.348337"},{"key":"ref12","article-title":"IRSA transmission optimization via online learning","author":"toni","year":"2018","journal-title":"arXiv 1801 09060 [cs math IT]"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2015.2494044"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2011.5751299"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2015.7249216"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2002.1049606"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3233\/AIC-2010-0476"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992698"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(98)00023-X"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2015.2492579"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2018.8580848"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2018.2809722"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1287\/moor.27.4.819.297"},{"key":"ref6","first-page":"746","article-title":"The dynamics of reinforcement learning in cooperative multiagent systems","author":"claus","year":"1998","journal-title":"Proc 15th Nat \/10th Int Conf Artif Intell \/Innov Appl Artif Intell (AAAI\/IAAI)"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCW.2015.7247494"},{"key":"ref5","author":"sutton","year":"1998","journal-title":"Introduction to Reinforcement Learning"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2165211"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1287\/moor.1070.0279"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2010.120710.100054"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/1478462.1478502"},{"key":"ref1","article-title":"Application of machine learning in wireless networks: Key techniques and open issues","author":"sun","year":"2018","journal-title":"arXiv 1809 08707"},{"key":"ref20","first-page":"764","article-title":"Coordinated multi-agent reinforcement learning in networked distributed POMDPs","author":"zhang","year":"2011","journal-title":"Proc 25th Conf Artif Intell (AAAI)"},{"key":"ref22","article-title":"Proactive resource management in LTE-U systems: A deep learning perspective","author":"challita","year":"2017","journal-title":"arXiv 1702 07031 [cs math]"},{"key":"ref21","article-title":"Deep multi-user reinforcement learning for distributed dynamic spectrum access","author":"naparstek","year":"2017","journal-title":"arXiv 1704 02613"},{"key":"ref24","first-page":"1","article-title":"Learning rates for Q-learning","volume":"5","author":"even-dar","year":"2004","journal-title":"J Mach Learn Res"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1086\/296376"},{"key":"ref26","article-title":"Playing Atari with deep reinforcement learning","volume":"abs 1312 5602","author":"mnih","year":"2013","journal-title":"CoRR"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2165211"}],"container-title":["IEEE Transactions on Cognitive Communications and Networking"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6687307\/9112755\/08920122.pdf?arnumber=8920122","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,27]],"date-time":"2022-04-27T13:31:47Z","timestamp":1651066307000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8920122\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,6]]},"references-count":33,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tccn.2019.2957224","relation":{},"ISSN":["2332-7731","2372-2045"],"issn-type":[{"value":"2332-7731","type":"electronic"},{"value":"2372-2045","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,6]]}}}