{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,5]],"date-time":"2026-04-05T05:12:43Z","timestamp":1775365963659,"version":"3.50.1"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T00:00:00Z","timestamp":1719792000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T00:00:00Z","timestamp":1719792000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T00:00:00Z","timestamp":1719792000000},"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":["U22A2021"],"award-info":[{"award-number":["U22A2021"]}],"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":["U22A2054"],"award-info":[{"award-number":["U22A2054"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001459","name":"Ministry of Education - Singapore","doi-asserted-by":"publisher","award":["MOE-T2EP20221-0017"],"award-info":[{"award-number":["MOE-T2EP20221-0017"]}],"id":[{"id":"10.13039\/501100001459","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Sci. Eng."],"published-print":{"date-parts":[[2024,7]]},"DOI":"10.1109\/tnse.2024.3376451","type":"journal-article","created":{"date-parts":[[2024,3,28]],"date-time":"2024-03-28T19:06:28Z","timestamp":1711652788000},"page":"3522-3535","source":"Crossref","is-referenced-by-count":8,"title":["Adaptive Bitrate Algorithms via Deep Reinforcement Learning With Digital Twins Assisted Trajectory"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8087-6333","authenticated-orcid":false,"given":"Jin","family":"Ye","sequence":"first","affiliation":[{"name":"Guangxi Key Laboratory of Multimedia Communications and Network Technology, Nanning, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5219-4829","authenticated-orcid":false,"given":"Shaowen","family":"Qin","sequence":"additional","affiliation":[{"name":"Guangxi Key Laboratory of Multimedia Communications and Network Technology, Nanning, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8004-0843","authenticated-orcid":false,"given":"Qingyu","family":"Xiao","sequence":"additional","affiliation":[{"name":"vivo Mobile Communication Company, Ltd., Dongguan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6765-2466","authenticated-orcid":false,"given":"Wenchao","family":"Jiang","sequence":"additional","affiliation":[{"name":"Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Singapore"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7941-369X","authenticated-orcid":false,"given":"Xin","family":"Tang","sequence":"additional","affiliation":[{"name":"School of Information and Communication, Guilin University of Electronic Technology, Guilin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9097-4236","authenticated-orcid":false,"given":"Xiaohuan","family":"Li","sequence":"additional","affiliation":[{"name":"School of Information and Communication, Guilin University of Electronic Technology, Guilin, China"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Global Internet phenomena report","year":"2022"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/2018436.2018478"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2398776.2398799"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2862938"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2020.3013533"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2016.7524428"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/2740070.2626296"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2829988.2787486"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2017.2755007"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2019.00289"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3098822.3098843"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.image.2018.05.017"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3073294"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2815842"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2019.2895223"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2020.3032416"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3147667"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM48880.2022.9796953"},{"key":"ref19","first-page":"4299","article-title":"Deep reinforcement learning from human preferences","volume-title":"Proc. Annu. Conf. Neural Inf. Process. Syst.","author":"Christiano","year":"2017"},{"key":"ref20","first-page":"8022","article-title":"Reward learning from human preferences and demonstrations in Atari","volume-title":"Proc. Annu. Conf. Neural Inf. Process. Syst.","author":"Ibarz","year":"2018"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/1027527.1027735"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2013.2291681"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3079510"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3194840"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3230543.3230558"},{"key":"ref26","first-page":"1928","article-title":"Asynchronous methods for deep reinforcement learning","volume-title":"Proc. 33rd Int. Conf. Mach. Learn.","author":"Mnih","year":"2016"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICNP.2018.00026"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3351014"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2020.2985631"},{"key":"ref30","first-page":"103","article-title":"Swift: Adaptive video streaming with layered neural codecs","volume-title":"Proc. 19th USENIX Symp. Networked Syst. Des. Implementation","author":"Dasari","year":"2022"},{"key":"ref31","first-page":"495","article-title":"Learning in situ: A randomized experiment in video streaming","volume-title":"Proc. 17th USENIX Symp. Networked Syst. Des. Implementation","author":"Yan","year":"2020"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3524273.3528188"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155411"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3180804"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3198013"},{"key":"ref36","first-page":"6152","article-title":"PEBBLE: Feedback-efficient interactive reinforcement learning via relabeling experience and unsupervised pre-training","volume-title":"Proc. 38th Int. Conf. Mach.","author":"Lee","year":"2021"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1177\/0278364915581193"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1177\/02783649231208729"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10269"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.06.064"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/IPCCC50635.2020.9391533"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/tnn.1998.712192"},{"key":"ref43","article-title":"Learning from delayed rewards","author":"Watkins","year":"1989"},{"key":"ref44","first-page":"331","article-title":"Markov decision processes","volume-title":"Handbooks in Operations Research and Management Science","volume":"2","author":"Puterman","year":"1990"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TBC.2018.2822870"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3304109.3306220"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/2483977.2483991"},{"key":"ref48","article-title":"Raw data-measuring broadband America","year":"2016"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.image.2015.04.009"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/QOMEX.2010.5518277"}],"container-title":["IEEE Transactions on Network Science and Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488902\/10554364\/10483538.pdf?arnumber=10483538","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,25]],"date-time":"2024-06-25T20:38:31Z","timestamp":1719347911000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10483538\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7]]},"references-count":50,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tnse.2024.3376451","relation":{},"ISSN":["2327-4697","2334-329X"],"issn-type":[{"value":"2327-4697","type":"electronic"},{"value":"2334-329X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,7]]}}}