{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T00:21:53Z","timestamp":1787012513541,"version":"3.56.0"},"reference-count":30,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"European Union Horizon 2020 Research and Innovation Programme under the Marie Sklodowska-Curie Research and Innovation Staff Exchange Grant through the project RECENT","award":["823903"],"award-info":[{"award-number":["823903"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Select. Areas Commun."],"published-print":{"date-parts":[[2019,10]]},"DOI":"10.1109\/jsac.2019.2933887","type":"journal-article","created":{"date-parts":[[2019,8,9]],"date-time":"2019-08-09T15:43:30Z","timestamp":1565365410000},"page":"2211-2224","source":"Crossref","is-referenced-by-count":18,"title":["Robust Coordinated Reinforcement Learning for MAC Design in Sensor Networks"],"prefix":"10.1109","volume":"37","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":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/BF01580430"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/IPSN.2005.1440895"},{"key":"ref11","author":"martello","year":"1990","journal-title":"Knapsack Problems Algorithms and Computer Implementations"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2007.909166"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TCOM.1983.1095828"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2007.348337"},{"key":"ref15","article-title":"IRSA transmission optimization via online learning","author":"toni","year":"2018","journal-title":"arXiv 1801 09060"},{"key":"ref16","article-title":"Deep multi-user reinforcement learning for distributed dynamic spectrum access","author":"naparstek","year":"2017","journal-title":"arXiv 1704 02613"},{"key":"ref17","article-title":"Proactive resource management in LTE-U systems: A deep learning perspective","author":"challita","year":"2017","journal-title":"arXiv 1702 07031"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015410"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/11780519_1"},{"key":"ref28","doi-asserted-by":"crossref","DOI":"10.1002\/9780470316870","author":"bernardo","year":"1994","journal-title":"Bayesian Theory"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2018.8580848"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.5.1.97"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2010.120710.100054"},{"key":"ref6","first-page":"1","article-title":"The dynamics of reinforcement learning in cooperative multiagent systems","author":"claus","year":"1998","journal-title":"Proc AAAI"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1561\/2200000001","article-title":"Graphical models, exponential families, and variational inference","volume":"1","author":"jordan","year":"2007","journal-title":"Found Trends Mach Learn"},{"key":"ref5","first-page":"1523","article-title":"Multiagent planning with factored MDPs","author":"guestrin","year":"2002","journal-title":"Advances in Neural Information Processing Systems 14"},{"key":"ref8","first-page":"227","article-title":"Coordinated reinforcement learning","author":"guestrin","year":"2002","journal-title":"Proc ICML"},{"key":"ref7","first-page":"1","article-title":"Coordinated multi-agent reinforcement learning in networked distributed POMDPs","author":"zhang","year":"2011","journal-title":"Proc 25th Conf Artif Intell (AAAI)"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/1478462.1478502"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3233\/AIC-2010-0476"},{"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":"467","article-title":"Loopy belief propagation for approximate inference: An empirical study","author":"murphy","year":"1999","journal-title":"Proc 15th Conf Uncertainty Artif Intell"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1162\/089976600300015880"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2010.11.001"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/18.910585"},{"key":"ref23","first-page":"1789","article-title":"Collaborative multiagent reinforcement learning by payoff propagation","volume":"7","author":"kok","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992698"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(98)00023-X"}],"container-title":["IEEE Journal on Selected Areas in Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/49\/8839628\/08793119.pdf?arnumber=8793119","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T16:53:31Z","timestamp":1657731211000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8793119\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10]]},"references-count":30,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/jsac.2019.2933887","relation":{},"ISSN":["0733-8716","1558-0008"],"issn-type":[{"value":"0733-8716","type":"print"},{"value":"1558-0008","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,10]]}}}