{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,20]],"date-time":"2026-01-20T06:37:08Z","timestamp":1768891028403,"version":"3.49.0"},"reference-count":35,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,10,6]],"date-time":"2024-10-06T00:00:00Z","timestamp":1728172800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,10,6]],"date-time":"2024-10-06T00:00:00Z","timestamp":1728172800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,10,6]]},"DOI":"10.1109\/smc54092.2024.10831906","type":"proceedings-article","created":{"date-parts":[[2025,1,20]],"date-time":"2025-01-20T18:39:20Z","timestamp":1737398360000},"page":"1342-1349","source":"Crossref","is-referenced-by-count":1,"title":["EARL-Light: An Evolutionary Algorithm-Assisted Reinforcement Learning for Traffic Signal Control"],"prefix":"10.1109","author":[{"given":"Jing-Yuan","family":"Chen","sequence":"first","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology,Guangzhou,China,510006"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Feng-Feng","family":"Wei","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology,Guangzhou,China,510006"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tai-You","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology,Guangzhou,China,510006"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiao-Min","family":"Hu","sequence":"additional","affiliation":[{"name":"Hanyang University,Department of Electrical and Electronic Engineering,Ansan,South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sang-Woon","family":"Jeon","sequence":"additional","affiliation":[{"name":"Hanyang University,Department of Electrical and Electronic Engineering,Ansan,South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yang","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Management, Northwestern Polytechnical University,Xi&#x0027;an,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei-Neng","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology,Guangzhou,China,510006"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Traffic signal timing manual. Technical report, United States","author":"Koonce","year":"2008","journal-title":"Federal Highway Administration"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2013.08.014"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-5113-5_3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220096"},{"key":"ref5","article-title":"Diagnosing reinforcement learning for traffic signal control","author":"Zheng","year":"2019","journal-title":"arXiv preprint"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2019.2901791"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5744"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357900"},{"key":"ref9","article-title":"A study on overfitting in deep reinforcement learning","author":"Zhang","year":"2018","journal-title":"arXiv preprint"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICEC.1996.542329"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2017.2743016"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2023.101282"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2022.3224169"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2024.3433487"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2019.2893447"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2022.3219452"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2023.3299434"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2024.3380436"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC55140.2022.9921752"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.sysarc.2021.102374"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/501"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2023\/251"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/345"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330949"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.34133\/icomputing.0025"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3569096"},{"key":"ref27","article-title":"Deep neuroevolution: Genetic algorithms are a competitive alternative for training deep neural networks for reinforcement learning","author":"Such","year":"2017","journal-title":"arXiv preprint"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/BF00175354"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2023.3346863"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2024.3380389"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.5555\/3016100.3016191"},{"key":"ref32","article-title":"Playing atari with deep reinforcement learning","author":"Mnih","year":"2013","journal-title":"arXiv preprint"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3314139"},{"key":"ref34","first-page":"4079","article-title":"Attendlight: Universal attention-based reinforcement learning model for traffic signal control","volume":"33","author":"Oroojlooy","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-023-06412-y"}],"event":{"name":"2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","location":"Kuching, Malaysia","start":{"date-parts":[[2024,10,6]]},"end":{"date-parts":[[2024,10,10]]}},"container-title":["2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10830919\/10830920\/10831906.pdf?arnumber=10831906","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,21]],"date-time":"2025-01-21T07:02:20Z","timestamp":1737442940000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10831906\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,6]]},"references-count":35,"URL":"https:\/\/doi.org\/10.1109\/smc54092.2024.10831906","relation":{},"subject":[],"published":{"date-parts":[[2024,10,6]]}}}