{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,28]],"date-time":"2026-02-28T18:16:34Z","timestamp":1772302594809,"version":"3.50.1"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["1541069"],"award-info":[{"award-number":["1541069"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["1827923"],"award-info":[{"award-number":["1827923"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cogn. Commun. Netw."],"published-print":{"date-parts":[[2020,3]]},"DOI":"10.1109\/tccn.2019.2942917","type":"journal-article","created":{"date-parts":[[2019,9,24]],"date-time":"2019-09-24T00:55:35Z","timestamp":1569286535000},"page":"135-150","source":"Crossref","is-referenced-by-count":13,"title":["Optimizing Throughput Performance in Distributed MIMO Wi-Fi Networks Using Deep Reinforcement Learning"],"prefix":"10.1109","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0060-0001","authenticated-orcid":false,"given":"Neelakantan","family":"Nurani Krishnan","sequence":"first","affiliation":[]},{"given":"Eric","family":"Torkildson","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5744-0814","authenticated-orcid":false,"given":"Narayan B.","family":"Mandayam","sequence":"additional","affiliation":[]},{"given":"Dipankar","family":"Raychaudhuri","sequence":"additional","affiliation":[]},{"given":"Enrico-Henrik","family":"Rantala","sequence":"additional","affiliation":[]},{"given":"Klaus","family":"Doppler","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/IEEESTD.2016.7786995"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3230543.3230578"},{"key":"ref33","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv preprint arXiv 1412 6980"},{"key":"ref32","author":"mart\u00edn","year":"2015","journal-title":"TensorFlow Large-Scale Machine Learning on Heterogeneous Systems"},{"key":"ref31","article-title":"OpenAI gym","author":"brockman","year":"2016","journal-title":"arXiv preprint arXiv 1606 01540"},{"key":"ref30","article-title":"Deep reinforcement learning in large discrete action spaces","author":"dulac-arnold","year":"2015","journal-title":"arXiv preprint arXiv 1512 00327"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/2934872.2934905"},{"key":"ref36","first-page":"5048","article-title":"Hindsight experience replay","author":"andrychowicz","year":"2017","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ADPRL.2013.6615007"},{"key":"ref34","author":"jain","year":"1999","journal-title":"Throughput Fairness Index An Explanation"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/VETECS.2011.5956490"},{"key":"ref40","first-page":"3483","article-title":"Multi-objective reinforcement learning using sets of Pareto dominating policies","volume":"15","author":"van moffaert","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/34.868688"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2017.2671742"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"529","DOI":"10.1038\/nature14236","article-title":"Human-level control through deep reinforcement learning","volume":"518","author":"mnih","year":"2015","journal-title":"Nature"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CISS.2018.8362276"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2017.2760281"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2017.8309082"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8485853"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2018.8422168"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2019.2916583"},{"key":"ref28","first-page":"1057","article-title":"Policy gradient methods for reinforcement learning with function approximation","author":"sutton","year":"1999","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref4","article-title":"IEEE 802.11 be—Extremely high throughput: The next generation of Wi-Fi technology beyond 802.11ax","author":"l\u00f3pez-p\u00e9rez","year":"2019","journal-title":"arXiv preprint arXiv 1902 05023"},{"key":"ref27","author":"weng","year":"2019","journal-title":"Policy-gradient algorithms for POMDPs"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/DySPAN.2018.8610495"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2500423.2500445"},{"key":"ref29","article-title":"Continuous control with deep reinforcement learning","author":"lillicrap","year":"2015","journal-title":"arXiv preprint arXiv 1509 02971"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2010.020110.00047"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2008.757"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2009.080180"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/2348543.2348552"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/WCSP.2009.5371570"},{"key":"ref1","year":"2019","journal-title":"Extreme Throughput (XT) 802 11"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/MVT.2019.2903655"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/1094549.1094554"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.4304\/jcm.2.3.43-50"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/UIC-ATC.2017.8397411"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1038\/nature16961"},{"key":"ref41","first-page":"19","article-title":"Progressive neural architecture search","author":"liu","year":"2018","journal-title":"Proc Eur Conf Comput Vis (ECCV)"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992698"},{"key":"ref26","author":"sutton","year":"2018","journal-title":"Reinforcement Learning An Introduction"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"354","DOI":"10.1038\/nature24270","article-title":"Mastering the game of go without human knowledge","volume":"550","author":"silver","year":"2017","journal-title":"Nature"}],"container-title":["IEEE Transactions on Cognitive Communications and Networking"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/6687307\/9026990\/8846066-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6687307\/9026990\/08846066.pdf?arnumber=8846066","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,27]],"date-time":"2022-04-27T17:31:45Z","timestamp":1651080705000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8846066\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,3]]},"references-count":42,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tccn.2019.2942917","relation":{},"ISSN":["2332-7731","2372-2045"],"issn-type":[{"value":"2332-7731","type":"electronic"},{"value":"2372-2045","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,3]]}}}