{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,17]],"date-time":"2026-07-17T15:10:16Z","timestamp":1784301016798,"version":"3.55.0"},"reference-count":41,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"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":["U25A20466"],"award-info":[{"award-number":["U25A20466"]}],"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":["92267205"],"award-info":[{"award-number":["92267205"]}],"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":["62503507"],"award-info":[{"award-number":["62503507"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004735","name":"Natural Science Foundation of Hunan Province","doi-asserted-by":"publisher","award":["2025JJ60423"],"award-info":[{"award-number":["2025JJ60423"]}],"id":[{"id":"10.13039\/501100004735","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004735","name":"Natural Science Foundation of Hunan Province","doi-asserted-by":"publisher","award":["2025JJ10007"],"award-info":[{"award-number":["2025JJ10007"]}],"id":[{"id":"10.13039\/501100004735","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":[[2026,5]]},"DOI":"10.1109\/tnnls.2025.3633880","type":"journal-article","created":{"date-parts":[[2025,12,2]],"date-time":"2025-12-02T18:49:00Z","timestamp":1764701340000},"page":"2441-2455","source":"Crossref","is-referenced-by-count":4,"title":["Spatiotemporal Topology-Informed Multiagent Reinforcement Learning Framework for Structured Multiprocess Collaborative Optimization"],"prefix":"10.1109","volume":"37","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1128-8682","authenticated-orcid":false,"given":"Diju","family":"Liu","sequence":"first","affiliation":[{"name":"School of Automation, Central South University, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1876-7707","authenticated-orcid":false,"given":"Yalin","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Automation, Central South University, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2983-3105","authenticated-orcid":false,"given":"Chenliang","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Automation, Central South University, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3353-2586","authenticated-orcid":false,"given":"Biao","family":"Luo","sequence":"additional","affiliation":[{"name":"School of Automation, Central South University, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9082-2216","authenticated-orcid":false,"given":"Biao","family":"Huang","sequence":"additional","affiliation":[{"name":"Department of Chemical and Materials Engineering, University of Alberta, Edmonton, AB, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2024.101679"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2020.106886"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3392897"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2023.3295852"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3282047"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2023.3287895"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3201511"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2024.3426328"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3326867"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2025.3558343"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/tcyb.2025.3579361"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.cej.2021.130011"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2021.1004129"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2025.102150"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2021.3135834"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/tcyb.2025.3586643"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1002\/acs.3586"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TCST.2025.3541179"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2024.3407633"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2024.124227"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2021.3099234"},{"key":"ref22","first-page":"18182","article-title":"Reinforcement learning for optimization of variational quantum circuit architectures","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Ostaszewski"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3183465"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2021.3086501"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2021.03.017"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2022.05.018"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2022.118636"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.arcontrol.2021.10.006"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2023.3250284"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2024.3449147"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3283537"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2022.3175592"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3326820"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3124810"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3146858"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2025.3526967"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3215774"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3227731"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2024.3359416"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2023.3331407"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s13278-024-01298-7"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/5962385\/11505906\/11271840.pdf?arnumber=11271840","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,5]],"date-time":"2026-05-05T04:40:50Z","timestamp":1777956050000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11271840\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5]]},"references-count":41,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2025.3633880","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,5]]}}}