{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,8]],"date-time":"2026-02-08T07:45:10Z","timestamp":1770536710697,"version":"3.49.0"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,3,29]],"date-time":"2021-03-29T00:00:00Z","timestamp":1616976000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,3,29]],"date-time":"2021-03-29T00:00:00Z","timestamp":1616976000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,3,29]],"date-time":"2021-03-29T00:00:00Z","timestamp":1616976000000},"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":[[2021,3,29]]},"DOI":"10.1109\/wcnc49053.2021.9417275","type":"proceedings-article","created":{"date-parts":[[2021,5,5]],"date-time":"2021-05-05T21:53:25Z","timestamp":1620251605000},"page":"1-6","source":"Crossref","is-referenced-by-count":3,"title":["Deep Reinforcement Learning for RAN Optimization and Control"],"prefix":"10.1109","author":[{"given":"Yu","family":"Chen","sequence":"first","affiliation":[]},{"given":"Jie","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Ganesh","family":"Krishnamurthi","sequence":"additional","affiliation":[]},{"given":"Huijing","family":"Yang","sequence":"additional","affiliation":[]},{"given":"Huahui","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Wenjie","family":"Zhao","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v32i1.11339","article-title":"Cellular network traffic scheduling with deep reinforcement learning","author":"chinchali","year":"2018","journal-title":"Thirty-Second AAAI Conference on Artificial Intelligence"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2019.2916583"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.7763\/IJIEE.2012.V2.186"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/NGMAST.2016.27"},{"key":"ref14","first-page":"1","article-title":"Optimized data-driven mac schedulers for low-latency downlink in lte networks","author":"pianese","year":"2016","journal-title":"2016 12th Annual Conference on Wireless On-demand Network Systems and Services (WONS)"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2913413"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3000893"},{"key":"ref17","article-title":"Universal mobile telecommunications system (umts); lte; telecommunication management; key performance indicators (kpi) for evolved universal terrestrial radio access network (e-utran): Definitions","year":"2011","journal-title":"3GPP TS 32 450 version 9 3 0 Release 9"},{"key":"ref18","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":"ref19","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v32i1.11796","article-title":"Rainbow: Combining improvements in deep reinforcement learning","author":"hessel","year":"2018","journal-title":"Thirty-Second AAAI Conference on Artificial Intelligence"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2020.3006268"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2963371"},{"key":"ref6","article-title":"Proactive resource management in lte-u systems: A deep learning perspective","author":"challita","year":"2017","journal-title":"arXiv preprint arXiv 1702 03180"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2018.8422586"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2017.8254746"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3132340.3132355"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2018.2809722"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2017.2755007"},{"key":"ref1","author":"sutton","year":"2018","journal-title":"Reinforcement Learning An Introduction"},{"key":"ref20","article-title":"Continuous control with deep reinforcement learning","author":"lillicrap","year":"2015","journal-title":"arXiv preprint arXiv 1509 02971"},{"key":"ref22","article-title":"Prioritized experience replay","author":"schaul","year":"2015","journal-title":"arXiv preprint arXiv 1511 05952"},{"key":"ref21","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v30i1.10295","article-title":"Deep reinforcement learning with double q-learning","author":"van hasselt","year":"2016","journal-title":"THIRTIETH AAAI Conference on Artificial Intelligence"},{"key":"ref24","first-page":"1928","article-title":"Asynchronous methods for deep reinforcement learning","author":"mnih","year":"2016","journal-title":"International Conference on Machine Learning"},{"key":"ref23","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v32i1.11757","article-title":"Deep q-learning from demonstrations","author":"hester","year":"2018","journal-title":"Thirty-Second AAAI Conference on Artificial Intelligence"},{"key":"ref25","first-page":"1437","article-title":"A comprehensive survey on safe reinforcement learning","volume":"16","author":"garc?a","year":"2015","journal-title":"Journal of Machine Learning Research"}],"event":{"name":"2021 IEEE Wireless Communications and Networking Conference (WCNC)","location":"Nanjing, China","start":{"date-parts":[[2021,3,29]]},"end":{"date-parts":[[2021,4,1]]}},"container-title":["2021 IEEE Wireless Communications and Networking Conference (WCNC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9417241\/9417112\/09417275.pdf?arnumber=9417275","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,26]],"date-time":"2022-12-26T07:37:22Z","timestamp":1672040242000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9417275\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,3,29]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/wcnc49053.2021.9417275","relation":{},"subject":[],"published":{"date-parts":[[2021,3,29]]}}}