{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,6]],"date-time":"2026-10-06T03:01:10Z","timestamp":1791255670594,"version":"4.1.0"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"22","license":[{"start":{"date-parts":[[2023,11,15]],"date-time":"2023-11-15T00:00:00Z","timestamp":1700006400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,11,15]],"date-time":"2023-11-15T00:00:00Z","timestamp":1700006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,11,15]],"date-time":"2023-11-15T00:00:00Z","timestamp":1700006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2021YFB2900100"],"award-info":[{"award-number":["2021YFB2900100"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62225204"],"award-info":[{"award-number":["62225204"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"A3 Foresight Program of NSFC","doi-asserted-by":"publisher","award":["62061146002"],"award-info":[{"award-number":["62061146002"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Funds for Creative Research Groups of China","award":["61921003"],"award-info":[{"award-number":["61921003"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2023,11,15]]},"DOI":"10.1109\/jiot.2023.3283056","type":"journal-article","created":{"date-parts":[[2023,6,5]],"date-time":"2023-06-05T17:57:24Z","timestamp":1685987844000},"page":"19725-19739","source":"Crossref","is-referenced-by-count":22,"title":["Deep-Reinforcement-Learning-Based Production Scheduling in Industrial Internet of Things"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4852-8491","authenticated-orcid":false,"given":"Zihui","family":"Luo","sequence":"first","affiliation":[{"name":"Beijing Key Laboratory of Intelligent Telecommunications Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chengling","family":"Jiang","sequence":"additional","affiliation":[{"name":"Beijing Key Laboratory of Intelligent Telecommunications Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5040-2468","authenticated-orcid":false,"given":"Liang","family":"Liu","sequence":"additional","affiliation":[{"name":"Beijing Key Laboratory of Intelligent Telecommunications Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7950-6773","authenticated-orcid":false,"given":"Xiaolong","family":"Zheng","sequence":"additional","affiliation":[{"name":"Beijing Key Laboratory of Intelligent Telecommunications Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7199-5047","authenticated-orcid":false,"given":"Huadong","family":"Ma","sequence":"additional","affiliation":[{"name":"Beijing Key Laboratory of Intelligent Telecommunications Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6770-326X","authenticated-orcid":false,"given":"Fang","family":"Dong","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Southeast University, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fucun","family":"Li","sequence":"additional","affiliation":[{"name":"Jinheng Technology, Nanjing Iron and Steel United Company Ltd., Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/0305-0483(83)90088-9"},{"key":"ref35","article-title":"Playing Atari with deep reinforcement learning","author":"mnih","year":"2013","journal-title":"arXiv 1312 5602"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.2307\/3008015"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2020.01.039"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2006.329691"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/MSN53354.2021.00070"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-93025-1_4"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.2986501"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2009.09.024"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1080\/0020754050056417"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.16.10.B630"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1287\/opre.40.4.764"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/0377-2217(94)90333-6"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1504\/IJAOM.2020.108263"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/nav.3800010110"},{"key":"ref1","author":"gilchrist","year":"2016","journal-title":"Industry 4 0 The Industrial Internet of Things"},{"key":"ref17","first-page":"9861","article-title":"Reinforcement learning for solving the vehicle routing problem","author":"nazari","year":"2018","journal-title":"Proc 32nd Int Conf Neural Inf Process Syst"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TETC.2019.2899407"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-012-9328-0"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.1900476"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-018-2969-x"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2020.01.065"},{"key":"ref24","first-page":"3104","article-title":"Sequence to sequence learning with neural networks","volume":"27","author":"sutskever","year":"2014","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467135"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106208"},{"key":"ref45","first-page":"1621","article-title":"Learning to dispatch for job shop scheduling via deep reinforcement learning","volume":"33","author":"zhang","year":"2020","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P17-1099"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1166"},{"key":"ref20","article-title":"Solving a new 3D bin packing problem with deep reinforcement learning method","author":"hu","year":"2017","journal-title":"arXiv 1708 05930"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/MAES.2020.3015537"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3082512"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2908210"},{"key":"ref44","first-page":"350","article-title":"Deep reinforcement learning as a job shop scheduling solver: A literature review","author":"cunha","year":"2018","journal-title":"Proc Int Conf Hybrid Intell Syst"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-93031-2_12"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2021.05.002"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/0377-2217(93)90182-M"},{"key":"ref27","first-page":"1","article-title":"Neural machine translation by jointly learning to align and translate","author":"bahdanau","year":"2015","journal-title":"Proc 3rd Int Conf Learn Represent"},{"key":"ref29","first-page":"265","article-title":"TensorFlow: A system for large-scale machine learning","author":"abadi","year":"2016","journal-title":"Proc 12th USENIX Symp Oper Syst Design Implement"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1287\/moor.1.2.117"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s40305-014-0060-0"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.2307\/2273574"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2019.105701"},{"key":"ref3","first-page":"10","article-title":"An extension of two machine sequencing problem","volume":"8","author":"arthanary","year":"1971","journal-title":"OPSEARCHJ Oper Res Soc India"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2019.1624857"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2943606"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICC42927.2021.9500733"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/10301752\/10144304.pdf?arnumber=10144304","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,27]],"date-time":"2023-11-27T20:00:49Z","timestamp":1701115249000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10144304\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,15]]},"references-count":46,"journal-issue":{"issue":"22"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2023.3283056","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,11,15]]}}}