{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,21]],"date-time":"2026-07-21T15:11:29Z","timestamp":1784646689618,"version":"3.55.0"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2025,2,1]],"date-time":"2025-02-01T00:00:00Z","timestamp":1738368000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,2,1]],"date-time":"2025-02-01T00:00:00Z","timestamp":1738368000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,2,1]],"date-time":"2025-02-01T00:00:00Z","timestamp":1738368000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"Major Program of the National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["72192830"],"award-info":[{"award-number":["72192830"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Major Program of the National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["72192831"],"award-info":[{"award-number":["72192831"]}],"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":["72002028"],"award-info":[{"award-number":["72002028"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100013313","name":"111 Project","doi-asserted-by":"publisher","award":["B16009"],"award-info":[{"award-number":["B16009"]}],"id":[{"id":"10.13039\/501100013313","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2025,2]]},"DOI":"10.1109\/tnnls.2023.3338237","type":"journal-article","created":{"date-parts":[[2023,12,12]],"date-time":"2023-12-12T18:51:00Z","timestamp":1702407060000},"page":"3504-3518","source":"Crossref","is-referenced-by-count":6,"title":["An Off-Policy Reinforcement Learning-Based Adaptive Optimization Method for Dynamic Resource Allocation Problem"],"prefix":"10.1109","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-0784-8983","authenticated-orcid":false,"given":"Baiyang","family":"He","sequence":"first","affiliation":[{"name":"National Frontiers Science Center for Industrial Intelligence and Systems Optimization and the Liaoning Engineering Laboratory of Data Analytics and Optimization for Smart Industry, Northeastern University, Shenyang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9504-3745","authenticated-orcid":false,"given":"Ying","family":"Meng","sequence":"additional","affiliation":[{"name":"National Frontiers Science Center for Industrial Intelligence and Systems Optimization and the Key Laboratory of Data Analytics and Optimization for Smart Industry, Ministry of Education, Northeastern University, Shenyang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9950-5169","authenticated-orcid":false,"given":"Lixin","family":"Tang","sequence":"additional","affiliation":[{"name":"National Frontiers Science Center for Industrial Intelligence and Systems Optimization, Northeastern University, Shenyang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.amc.2007.09.070"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s11276-020-02409-w"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-020-03604-w"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TCST.2009.2014960"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s00158-009-0460-7"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-69868-5_10"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3321707.3321813"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3152192"},{"key":"ref9","volume-title":"Resource Allocation Problems: Algorithmic Approaches","author":"Ibaraki","year":"1988"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1080\/00207540801968625"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2020.05.016"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-58165-6"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2022.108120"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1002\/9781118506196"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-64403-5"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s10589-017-9914-9"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2023.110665"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.11"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-014-5835-2"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.conengprac.2021.105042"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/tcsii.2022.3202243"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2022.3169847"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2012.2210049"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2017.05.026"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3142822"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3156287"},{"key":"ref27","volume-title":"Knapsack Problems","author":"Martello","year":"1990"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2021.01.025"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1812.05905"},{"key":"ref30","volume-title":"Neural Networks and Deep Learning","volume":"25","author":"Nielsen","year":"2015"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1970.1054466"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2021\/6658724","article-title":"Averaged soft actorcritic for deep reinforcement learning","volume":"2021","author":"Ding","year":"2021","journal-title":"Complexity"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2022.3174051"},{"key":"ref34","article-title":"Learning from demonstrations with SACR2: Soft actor-critic with reward relabeling","author":"Martin","year":"2021","journal-title":"arXiv:2110.14464"},{"key":"ref35","article-title":"Distributed distributional deterministic policy gradients","author":"Barth-Maron","year":"2018","journal-title":"arXiv:1804.08617"},{"key":"ref36","article-title":"Proximal policy optimization algorithms","author":"Schulman","year":"2017","journal-title":"arXiv:1707.06347"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/0377-2217(93)90198-V"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1002\/nav.3800250316"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/S0377-2217(02)00124-8"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.disopt.2005.01.002"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s10288-007-0051-7"},{"key":"ref42","article-title":"An overview of gradient descent optimization algorithms","author":"Ruder","year":"2016","journal-title":"arXiv:1609.04747"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/10877690\/10355873.pdf?arnumber=10355873","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,7]],"date-time":"2025-02-07T07:10:07Z","timestamp":1738912207000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10355873\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,2]]},"references-count":42,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2023.3338237","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,2]]}}}