{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T19:09:25Z","timestamp":1775156965911,"version":"3.50.1"},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,6,6]],"date-time":"2022-06-06T00:00:00Z","timestamp":1654473600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,6,6]],"date-time":"2022-06-06T00:00:00Z","timestamp":1654473600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,6,6]]},"DOI":"10.1109\/blackseacom54372.2022.9858135","type":"proceedings-article","created":{"date-parts":[[2022,8,24]],"date-time":"2022-08-24T19:32:37Z","timestamp":1661369557000},"page":"202-207","source":"Crossref","is-referenced-by-count":6,"title":["Multi-objective Resource Allocation for 5G Using Hierarchical Reinforcement Learning"],"prefix":"10.1109","author":[{"given":"Hasan Anil","family":"Akyildiz","sequence":"first","affiliation":[{"name":"Istanbul Technical University,Electronics and Communication Eng. Department,Istanbul,Turkey"}]},{"given":"Omer Faruk","family":"Gemici","sequence":"additional","affiliation":[{"name":"Istanbul Technical University,Electronics and Communication Eng. Department,Istanbul,Turkey"}]},{"given":"Ibrahim","family":"Hokelek","sequence":"additional","affiliation":[{"name":"Istanbul Technical University,Electronics and Communication Eng. Department,Istanbul,Turkey"}]},{"given":"Hakan Ali","family":"Cirpan","sequence":"additional","affiliation":[{"name":"Istanbul Technical University,Electronics and Communication Eng. Department,Istanbul,Turkey"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.23919\/JCC.2021.07.011"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/EuCNC\/6GSummit51104.2021.9482588"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ComComAp46287.2019.9018774"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8486430"},{"key":"ref14","first-page":"1169","article-title":"QRED: A Q-Learning-based Active Queue Management Scheme","volume":"19","author":"yuhan","year":"2018","journal-title":"Journal of Internet Technology"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOMW.2019.8845211"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICTC49870.2020.9289376"},{"key":"ref17","year":"0"},{"key":"ref18","article-title":"NR; Physical layer procedures for data","year":"2018","journal-title":"3rd Generation Partnership Project (3GPP) Technical Specification"},{"key":"ref19","author":"jain","year":"1984","journal-title":"A quantitative measure of fairness and discrimination for resource allocation in shared computer systems"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM38437.2019.9014032"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/5GWF.2019.8911618"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ALLERTON.2019.8919665"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC50174.2021.9569358"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.23919\/OCEANS44145.2021.9706025"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/WTS48268.2020.9198729"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/5GWF.2018.8516953"},{"key":"ref1","article-title":"ITU","year":"2018","journal-title":"5G overview &#x201D; in Setting the Scene for 5G Opportunities and Challenges"},{"key":"ref9","article-title":"Deep Reinforcement Learning for Smart Queue Management","author":"fawaz","year":"0","journal-title":"Conference on Networked Systems 2021 (NetSys 2021)"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3058402"}],"event":{"name":"2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)","location":"Sofia, Bulgaria","start":{"date-parts":[[2022,6,6]]},"end":{"date-parts":[[2022,6,9]]}},"container-title":["2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9858123\/9858124\/09858135.pdf?arnumber=9858135","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,12]],"date-time":"2022-09-12T20:01:49Z","timestamp":1663012909000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9858135\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,6]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/blackseacom54372.2022.9858135","relation":{},"subject":[],"published":{"date-parts":[[2022,6,6]]}}}