{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T17:29:21Z","timestamp":1785605361408,"version":"3.56.0"},"reference-count":35,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2023YFE0107900"],"award-info":[{"award-number":["2023YFE0107900"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2024A1515012052"],"award-info":[{"award-number":["2024A1515012052"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61871433"],"award-info":[{"award-number":["61871433"]}],"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":["61828103"],"award-info":[{"award-number":["61828103"]}],"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":["61201255"],"award-info":[{"award-number":["61201255"]}],"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":["62071306"],"award-info":[{"award-number":["62071306"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Research Platform of South China Normal University"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cogn. Commun. Netw."],"published-print":{"date-parts":[[2025,8]]},"DOI":"10.1109\/tccn.2024.3520961","type":"journal-article","created":{"date-parts":[[2024,12,19]],"date-time":"2024-12-19T14:37:09Z","timestamp":1734619029000},"page":"2601-2617","source":"Crossref","is-referenced-by-count":10,"title":["A Deep Reinforcement Learning Approach for Dependent Task Offloading in Multi-Access Edge Computing"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4190-1158","authenticated-orcid":false,"given":"Bo","family":"Xie","sequence":"first","affiliation":[{"name":"School of Electronic Science and Engineering, School of Microelectronics, South China Normal University, Foshan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8489-9700","authenticated-orcid":false,"given":"Haixia","family":"Cui","sequence":"additional","affiliation":[{"name":"School of Electronic Science and Engineering, School of Microelectronics, South China Normal University, Foshan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8564-5355","authenticated-orcid":false,"given":"Yejun","family":"He","sequence":"additional","affiliation":[{"name":"College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8972-8094","authenticated-orcid":false,"given":"Mohsen","family":"Guizani","sequence":"additional","affiliation":[{"name":"Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3295653"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2022.109552"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2023.103656"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2023.3270169"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3231408"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2023.3266582"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3233667"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2023.3264901"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CASE49997.2022.9926426"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3227023"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2021.10.013"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3390\/app122111260"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1186\/s13677-022-00340-3"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1155\/2023\/4665067"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2021.3131040"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/s19051105"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3030926"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2022.3191970"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3221431"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC49053.2021.9417450"},{"key":"ref22","first-page":"1","article-title":"Graph transformer networks","volume-title":"Proc. 33rd Conf. Neur. Inf. Process. Syst.","volume":"32","author":"Yun"},{"key":"ref23","first-page":"387","article-title":"Deterministic policy gradient algorithms","volume-title":"Proc. Int. Conf. Mach. Learn. (ICML)","author":"Silver"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3091142"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2023.3251561"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2023.3320674"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.sysarc.2023.102923"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3319294"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2023.3289611"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3233532"},{"key":"ref31","article-title":"Dependent task offloading in edge computing using GNN and deep reinforcement learning","volume-title":"arXiv:2303.17100","author":"Cao","year":"2023"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC55385.2023.10119034"},{"key":"ref33","article-title":"SoC-cluster as an edge server: An application-driven measurement study","volume-title":"arXiv:2212.12842","author":"Zhang","year":"2022"},{"key":"ref34","article-title":"Proximal policy optimization algorithms","volume-title":"arXiv:1707.06347","author":"Schulman","year":"2017"},{"key":"ref35","volume-title":"Spinning up in deep reinforcement learning","author":"Achiam","year":"2018"}],"container-title":["IEEE Transactions on Cognitive Communications and Networking"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6687307\/11119470\/10810371.pdf?arnumber=10810371","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,8]],"date-time":"2025-08-08T18:41:31Z","timestamp":1754678491000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10810371\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8]]},"references-count":35,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tccn.2024.3520961","relation":{},"ISSN":["2332-7731","2372-2045"],"issn-type":[{"value":"2332-7731","type":"electronic"},{"value":"2372-2045","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8]]}}}