{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T20:28:45Z","timestamp":1771705725337,"version":"3.50.1"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"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":"crossref","award":["62171046"],"award-info":[{"award-number":["62171046"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Natural Science Foundation of Beijing","award":["4212004"],"award-info":[{"award-number":["4212004"]}]},{"name":"Natural Science Foundation of Beijing","award":["L201002"],"award-info":[{"award-number":["L201002"]}]},{"name":"Guangdong Laboratory of Artificial Intelligence and Digital Economy","award":["GML-KF-22-24"],"award-info":[{"award-number":["GML-KF-22-24"]}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"crossref","award":["2022TQ0048"],"award-info":[{"award-number":["2022TQ0048"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Mobile Comput."],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/tmc.2022.3199812","type":"journal-article","created":{"date-parts":[[2022,8,25]],"date-time":"2022-08-25T18:36:59Z","timestamp":1661452619000},"page":"1-16","source":"Crossref","is-referenced-by-count":56,"title":["Collective Deep Reinforcement Learning for Intelligence Sharing in the Internet of Intelligence-Empowered Edge Computing"],"prefix":"10.1109","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3930-7005","authenticated-orcid":false,"given":"Qinqin","family":"Tang","sequence":"first","affiliation":[{"name":"Beijing University of Posts and Telecommunications, Beijing, P.R. China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2825-8463","authenticated-orcid":false,"given":"Renchao","family":"Xie","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, P.R. China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1006-7594","authenticated-orcid":false,"given":"Fei Richard","family":"Yu","sequence":"additional","affiliation":[{"name":"Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen University, P.R. China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2931-3487","authenticated-orcid":false,"given":"Tianjiao","family":"Chen","sequence":"additional","affiliation":[{"name":"China Mobile Research Institute, Beijing, P.R. China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7666-0599","authenticated-orcid":false,"given":"Ran","family":"Zhang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, P.R. China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3545-1122","authenticated-orcid":false,"given":"Tao","family":"Huang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, P.R. China"}]},{"given":"Yunjie","family":"Liu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, P.R. China"}]}],"member":"263","reference":[{"key":"ref13","article-title":"Terngrad: Ternary gradients to reduce communication in distributed deep learning","author":"wen","year":"2017"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2019.8852172"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3175453"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2904348"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.2000558"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2984332"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.2000303"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.2000788"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3031503"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2019.8761315"},{"key":"ref50","article-title":"Continuous control with deep reinforcement learning","author":"lillicrap","year":"2015"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS47924.2020.00033"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2021.3138928"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3119144"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2971323"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3051419"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.3042599"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2899679"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2019.2916583"},{"key":"ref49","first-page":"8026","article-title":"Pytorch: An imperative style, high-performance deep learning library","volume":"32","author":"paszke","year":"2019","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3024645"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2902877"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2020.2993457"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2866942"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3051945"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.001.1800526"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.2000292"},{"key":"ref40","article-title":"Surprise-based intrinsic motivation for deep reinforcement learning","author":"achiam","year":"2017"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/OJVT.2021.3089083"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.2971981"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3118352"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.3041405"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2799936"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2007.04.006"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2894944"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2940820"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2019.1800286"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2918951"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3068255"},{"key":"ref38","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":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2020.2989147"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3017207"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3037554"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2935450"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2021.3134647"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3004223"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.001.1900310"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2985694"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3081626"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737464"}],"container-title":["IEEE Transactions on Mobile Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7755\/4358975\/09861735.pdf?arnumber=9861735","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,4]],"date-time":"2023-10-04T14:56:37Z","timestamp":1696431397000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9861735\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":50,"URL":"https:\/\/doi.org\/10.1109\/tmc.2022.3199812","relation":{},"ISSN":["1536-1233","1558-0660","2161-9875"],"issn-type":[{"value":"1536-1233","type":"print"},{"value":"1558-0660","type":"electronic"},{"value":"2161-9875","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}