{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T18:32:01Z","timestamp":1772908321254,"version":"3.50.1"},"reference-count":38,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"20","license":[{"start":{"date-parts":[[2023,10,15]],"date-time":"2023-10-15T00:00:00Z","timestamp":1697328000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,10,15]],"date-time":"2023-10-15T00:00:00Z","timestamp":1697328000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,10,15]],"date-time":"2023-10-15T00:00:00Z","timestamp":1697328000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Telus Communications Inc"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2023,10,15]]},"DOI":"10.1109\/jiot.2023.3277753","type":"journal-article","created":{"date-parts":[[2023,5,18]],"date-time":"2023-05-18T17:26:55Z","timestamp":1684430815000},"page":"17571-17584","source":"Crossref","is-referenced-by-count":25,"title":["Soft Actor\u2013Critic-Based Computation Offloading in Multiuser MEC-Enabled IoT\u2014A Lifetime Maximization Perspective"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5548-9697","authenticated-orcid":false,"given":"Ali Reza","family":"Heidarpour","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2819-2556","authenticated-orcid":false,"given":"Mohammad Reza","family":"Heidarpour","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, Iran"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5997-1093","authenticated-orcid":false,"given":"Masoud","family":"Ardakani","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9419-7195","authenticated-orcid":false,"given":"Chintha","family":"Tellambura","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5945-0813","authenticated-orcid":false,"given":"Murat","family":"Uysal","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronics Engineering, Özyeğin University, Istanbul, Turkey"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2935717"},{"key":"ref35","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":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2943563"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2010.05.100168"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.3036489"},{"key":"ref37","author":"sutton","year":"2018","journal-title":"Reinforcement Learning An Introduction"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2893118"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10295"},{"key":"ref31","volume":"55","author":"abramowitz","year":"1972","journal-title":"Handbook of Mathematical Functions with Formulas Graphs and Mathematical Table"},{"key":"ref30","article-title":"Soft actor-critic algorithms and applications","author":"haarnoja","year":"2018","journal-title":"arXiv 1812 05905"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2898573"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2016.2591265"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOMW.2017.8269175"},{"key":"ref32","first-page":"4","article-title":"Energy efficiency of mobile clients in cloud computing","volume":"10","author":"miettinen","year":"2010","journal-title":"Proc HotCloud"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2745201"},{"key":"ref1","article-title":"Mobile-edge computing introductory technical white paper","author":"patel","year":"2014","journal-title":"ETSI"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2020.3046014"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3108508"},{"key":"ref38","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv 1412 6980"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2996784"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3206787"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9149124"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2876279"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2021.3087258"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.2993849"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2019.2928811"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2018.2890685"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2935543"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.2965440"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3001355"},{"key":"ref29","first-page":"1861","article-title":"Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor","author":"haarnoja","year":"2018","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2022.3177454"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2597169"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2017.2699660"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2019.2916583"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3106401"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2015.2478718"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2013.072513.121842"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/10269651\/10129152.pdf?arnumber=10129152","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,23]],"date-time":"2023-10-23T18:20:12Z","timestamp":1698085212000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10129152\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,15]]},"references-count":38,"journal-issue":{"issue":"20"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2023.3277753","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,10,15]]}}}