{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T12:53:16Z","timestamp":1772369596258,"version":"3.50.1"},"reference-count":16,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2021,5,1]],"date-time":"2021-05-01T00:00:00Z","timestamp":1619827200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,5,1]],"date-time":"2021-05-01T00:00:00Z","timestamp":1619827200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,5,1]],"date-time":"2021-05-01T00:00:00Z","timestamp":1619827200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61831013"],"award-info":[{"award-number":["61831013"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61971126"],"award-info":[{"award-number":["61971126"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61921004"],"award-info":[{"award-number":["61921004"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100012897","name":"ZTE Corporation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100012897","id-type":"DOI","asserted-by":"publisher"}]},{"name":"State Key Laboratory of Mobile Network and Mobile Multimedia Technology"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Wireless Commun. Lett."],"published-print":{"date-parts":[[2021,5]]},"DOI":"10.1109\/lwc.2021.3056702","type":"journal-article","created":{"date-parts":[[2021,2,3]],"date-time":"2021-02-03T22:21:14Z","timestamp":1612390874000},"page":"1046-1050","source":"Crossref","is-referenced-by-count":23,"title":["Hybrid Beamforming for mmWave MU-MISO Systems Exploiting Multi-Agent Deep Reinforcement Learning"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0879-4143","authenticated-orcid":false,"given":"Qisheng","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9660-9053","authenticated-orcid":false,"given":"Xiao","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0271-6021","authenticated-orcid":false,"given":"Shi","family":"Jin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3567-1854","authenticated-orcid":false,"given":"Yijian","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","author":"de vrieze","year":"2018","journal-title":"Cooperative multi-agent reinforcement learning for low-level wireless communication"},{"key":"ref11","author":"lillicrap","year":"2015","journal-title":"Continuous control with deep reinforcement learning"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2010.2090255"},{"key":"ref13","author":"schaul","year":"2015","journal-title":"Prioritized experience replay"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8682983"},{"key":"ref15","author":"vezzani","year":"2019","journal-title":"Learning latent state representation for speeding up exploration"},{"key":"ref16","first-page":"6382","article-title":"Multi-agent actor-critic for mixed cooperative-competitive environments","author":"lowe","year":"2017","journal-title":"Proc NeurIPS"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2018.2808523"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2016.2523903"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/RPIC.2019.8882140"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2020.2969167"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2020.3001121"},{"key":"ref7","first-page":"138","article-title":"Reinforcement learning for hybrid beamforming in millimeter wave systems","author":"peken","year":"2019","journal-title":"Proc Int Found Telemetering Conf"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2016.2520912"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2014.011714.130846"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2933973"}],"container-title":["IEEE Wireless Communications Letters"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962382\/9426612\/09345751.pdf?arnumber=9345751","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:52:56Z","timestamp":1652194376000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9345751\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,5]]},"references-count":16,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/lwc.2021.3056702","relation":{},"ISSN":["2162-2337","2162-2345"],"issn-type":[{"value":"2162-2337","type":"print"},{"value":"2162-2345","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,5]]}}}