{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,6]],"date-time":"2025-12-06T06:14:19Z","timestamp":1765001659300,"version":"3.46.0"},"reference-count":35,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"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":["62172264"],"award-info":[{"award-number":["62172264"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cloud Comput."],"published-print":{"date-parts":[[2025,10]]},"DOI":"10.1109\/tcc.2025.3611647","type":"journal-article","created":{"date-parts":[[2025,9,18]],"date-time":"2025-09-18T17:47:11Z","timestamp":1758217631000},"page":"1411-1428","source":"Crossref","is-referenced-by-count":0,"title":["Zero-Shot Generalizable Task Offloading in Edge Computing: A Causal Reinforcement Learning Approach"],"prefix":"10.1109","volume":"13","author":[{"given":"Zhizhao","family":"Xu","sequence":"first","affiliation":[{"name":"School of Information Science and Engineering, Shandong Normal University, Jinan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0925-5988","authenticated-orcid":false,"given":"Chao","family":"Luo","sequence":"additional","affiliation":[{"name":"School of Information Science and Engineering, Shandong Normal University, Jinan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rui","family":"Shao","sequence":"additional","affiliation":[{"name":"Center of Network Optimization, China Mobile Shandong Co., Ltd., Jinan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2017.2750180"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/comst.2017.2745201"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosrev.2024.100656"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2022.3207346"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.32657\/10356\/90191"},{"article-title":"Playing Atari with deep reinforcement learning","year":"2013","author":"Mnih","key":"ref6"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.12794\/metadc1505267"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/tmc.2020.3036871"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/tmc.2019.2928811"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/tpds.2023.3349177"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/tnsm.2023.3319294"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/tmc.2023.3289611"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/tccn.2021.3066619"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/tcc.2024.3381646"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/tpds.2020.3014896"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/tnsm.2023.3250395"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/tnsm.2021.3087258"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/lcomm.2020.3048075"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/tnsm.2021.3057960"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2021.3126101"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/tmc.2023.3264901"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/tmc.2023.3247579"},{"key":"ref23","first-page":"1126","article-title":"Model-agnostic meta-learning for fast adaptation of deep networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Finn"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539366"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2024\/248"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2024.3403001"},{"article-title":"Causal reinforcement learning: A survey","year":"2023","author":"Deng","key":"ref27"},{"article-title":"Generalizing goal-conditioned reinforcement learning with variational causal reasoning","year":"2023","author":"Ding","key":"ref28"},{"article-title":"Invariant policy optimization: Towards stronger generalization in reinforcement learning","year":"2020","author":"Sonar","key":"ref29"},{"article-title":"A relational intervention approach for unsupervised dynamics generalization in model-based reinforcement learning","year":"2022","author":"Guo","key":"ref30"},{"article-title":"AdaRL: What, where, and how to adapt in transfer reinforcement learning","year":"2022","author":"Huang","key":"ref31"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2022.3232363"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/279943.279989"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2014.2381227"},{"article-title":"EPOpt: Learning robust neural network policies using model ensembles","year":"2017","author":"Rajeswaran","key":"ref35"}],"container-title":["IEEE Transactions on Cloud Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6245519\/11278842\/11172682.pdf?arnumber=11172682","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,6]],"date-time":"2025-12-06T06:12:38Z","timestamp":1765001558000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11172682\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10]]},"references-count":35,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tcc.2025.3611647","relation":{},"ISSN":["2168-7161","2372-0018"],"issn-type":[{"type":"electronic","value":"2168-7161"},{"type":"electronic","value":"2372-0018"}],"subject":[],"published":{"date-parts":[[2025,10]]}}}