{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T08:31:47Z","timestamp":1769675507232,"version":"3.49.0"},"reference-count":41,"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:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"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":["92367201"],"award-info":[{"award-number":["92367201"]}],"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":["62201045"],"award-info":[{"award-number":["62201045"]}],"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":["62301052"],"award-info":[{"award-number":["62301052"]}],"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":["62271100"],"award-info":[{"award-number":["62271100"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Science and Technology Program of Liaoning Province","award":["2023JH2\/101700366"],"award-info":[{"award-number":["2023JH2\/101700366"]}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["DUT24ZD127"],"award-info":[{"award-number":["DUT24ZD127"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Open Research Fund of the National Mobile Communications Research Laboratory, Southeast University","award":["2025D02"],"award-info":[{"award-number":["2025D02"]}]},{"name":"Xiaomi Young Talents Program"},{"name":"Hong Kong Jockey Club Charities Trust under the JC STEM Lab of Smart City","award":["2023-0108"],"award-info":[{"award-number":["2023-0108"]}]},{"DOI":"10.13039\/501100017649","name":"Hong Kong SAR Government under the Global STEM Professorship","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100017649","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Wireless Commun."],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/twc.2026.3653807","type":"journal-article","created":{"date-parts":[[2026,1,23]],"date-time":"2026-01-23T21:01:17Z","timestamp":1769202077000},"page":"10652-10668","source":"Crossref","is-referenced-by-count":0,"title":["A Dual-Tier Policy-Oriented Anti-Jamming Scheme Based on Deep Reinforcement Learning"],"prefix":"10.1109","volume":"25","author":[{"given":"Xingyun","family":"Chen","sequence":"first","affiliation":[{"name":"School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6170-4461","authenticated-orcid":false,"given":"Haichuan","family":"Ding","sequence":"additional","affiliation":[{"name":"School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2487-9921","authenticated-orcid":false,"given":"Ying","family":"Ma","sequence":"additional","affiliation":[{"name":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2606-6932","authenticated-orcid":false,"given":"Xuanheng","family":"Li","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6441-9711","authenticated-orcid":false,"given":"Jianping","family":"An","sequence":"additional","affiliation":[{"name":"School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1079-3871","authenticated-orcid":false,"given":"Yuguang","family":"Fang","sequence":"additional","affiliation":[{"name":"JC STEM Lab of Smart City and the Department of Computer Science, City University of Hong Kong, Shatin, Hong Kong"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3159185"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2011.110420"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2012.092112.110678"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2016.2569083"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3081703"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1613\/jair.301"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3207346"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC51071.2022.9771647"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2021.3062854"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2024.3374215"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3037767"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2022.3146364"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2018.2815018"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CC.2018.8456453"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2022.3165633"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2020.2999333"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.103.2100365"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2024.3360235"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3227575"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2021.3056113"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3078439"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2023.3324387"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2023.3284611"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2023.3307950"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2021.3125337"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3233454"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2008.256"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2014.2337314"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2015.2466636"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2872441"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.2984227"},{"key":"ref32","first-page":"1","article-title":"Data-efficient hierarchical reinforcement learning","volume-title":"Proc. NeurIPS","author":"Nachum"},{"key":"ref33","volume-title":"Reinforcement Learning: An Introduction","author":"Sutton","year":"2018"},{"key":"ref34","article-title":"A survey of state representation learning for deep reinforcement learning","author":"Echchahed","year":"2025","journal-title":"arXiv:2506.17518"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2017.05.431"},{"key":"ref36","first-page":"29","article-title":"Deep recurrent Q-learning for partially observable MDPs","volume-title":"Proc. AAAI Fall Symp. Ser.","author":"Hausknecht"},{"key":"ref37","article-title":"Smooth Q-learning: Accelerate convergence of Q-learning using similarity","author":"Liao","year":"2021","journal-title":"arXiv:2106.01134"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2007.899419"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-015-5484-1"},{"key":"ref40","article-title":"On the locality of action domination in sequential decision making","volume-title":"Proc. Int. Symp. Artif. Intell. Math.","author":"Rachelson"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2011.69"}],"container-title":["IEEE Transactions on Wireless Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/7693\/11298242\/11360605.pdf?arnumber=11360605","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,28]],"date-time":"2026-01-28T21:01:08Z","timestamp":1769634068000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11360605\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/twc.2026.3653807","relation":{},"ISSN":["1536-1276","1558-2248"],"issn-type":[{"value":"1536-1276","type":"print"},{"value":"1558-2248","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}