{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,30]],"date-time":"2026-03-30T21:08:34Z","timestamp":1774904914060,"version":"3.50.1"},"reference-count":29,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["2148224"],"award-info":[{"award-number":["2148224"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/access.2026.3676366","type":"journal-article","created":{"date-parts":[[2026,3,20]],"date-time":"2026-03-20T19:59:40Z","timestamp":1774036780000},"page":"44043-44054","source":"Crossref","is-referenced-by-count":0,"title":["Managing Task Offloading in Viewport Prediction via Reinforcement Learning"],"prefix":"10.1109","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9730-9159","authenticated-orcid":false,"given":"Ahmet Gunhan","family":"Aydin","sequence":"first","affiliation":[{"name":"Electrical and Computer Engineering Department, The University of Texas at Austin, Austin, TX, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2533-7016","authenticated-orcid":false,"given":"Cinar","family":"Turhan","sequence":"additional","affiliation":[{"name":"Hildebr Department of Petroleum and Geosystems Engineering, The University of Texas at Austin, Austin, TX, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7945-4114","authenticated-orcid":false,"given":"Haris","family":"Vikalo","sequence":"additional","affiliation":[{"name":"Electrical and Computer Engineering Department, The University of Texas at Austin, Austin, TX, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2019.8702654"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3097895.3097896"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3362101"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2018.2864151"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.3006999"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2021.3070520"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3511603"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2858783"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2023.3267458"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM52122.2024.10621325"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3603703"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MMSP53017.2021.9733647"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/mipr.2019.00060"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2021.3076585"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737361"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICME52920.2022.9859963"},{"key":"ref17","article-title":"Online algorithms for hierarchical inference in deep learning applications at the edge","author":"Moothedath","year":"2023","journal-title":"arXiv:2304.00891"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3453142.3492329"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2020.3034992"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3058995"},{"issue":"6","key":"ref21","first-page":"6639","article-title":"Reinforcement learning based dynamic model combination for time series forecasting","volume-title":"Proc. AAAI Conf. Artif. Intell.","volume":"36","author":"Fu"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.31577\/cai_2024_1_1"},{"key":"ref23","article-title":"Playing Atari with deep reinforcement learning","author":"Mnih","year":"2013","journal-title":"arXiv:1312.5602"},{"key":"ref24","article-title":"Dueling network architectures for deep reinforcement learning","author":"Wang","year":"2016","journal-title":"arXiv:1511.06581"},{"key":"ref25","volume-title":"Reinforcement Learning: An Introduction","author":"Sutton","year":"2018"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3204949.3208139"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00559"},{"key":"ref28","volume-title":"Dueling-DQN-Pytorch","author":"Chen","year":"2019"},{"key":"ref29","first-page":"507","article-title":"Agent57: Outperforming the Atari human benchmark","volume-title":"Proc. 37th Int. Conf. Mach. Learn.","volume":"1","author":"Badia"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/6287639\/11323511\/11449083-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/11323511\/11449083.pdf?arnumber=11449083","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,30]],"date-time":"2026-03-30T20:09:16Z","timestamp":1774901356000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11449083\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/access.2026.3676366","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}