{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T15:55:54Z","timestamp":1774540554735,"version":"3.50.1"},"reference-count":34,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"name":"This work was supported"},{"DOI":"10.13039\/100018058","name":"SK hynix Inc.","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100018058","id-type":"DOI","asserted-by":"publisher"}]},{"name":"IITP Grant"},{"name":"Korea Government","award":["2021-0-00754"],"award-info":[{"award-number":["2021-0-00754"]}]},{"name":"Korea Government","award":["IITP-2024-RS-2023-00253914"],"award-info":[{"award-number":["IITP-2024-RS-2023-00253914"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3435331","type":"journal-article","created":{"date-parts":[[2024,7,29]],"date-time":"2024-07-29T19:43:21Z","timestamp":1722282201000},"page":"104473-104489","source":"Crossref","is-referenced-by-count":3,"title":["Analog Circuit Design Automation via Sequential RL Agents and Gm\/ID Methodology"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-1809-0661","authenticated-orcid":false,"given":"Sungweon","family":"Hong","sequence":"first","affiliation":[{"name":"Department of Electronic Engineering, Hanyang University, Seoul, South Korea"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-3165-9505","authenticated-orcid":false,"given":"Yunseob","family":"Tae","sequence":"additional","affiliation":[{"name":"Department of Electronic Engineering, Hanyang University, Seoul, South Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6023-4368","authenticated-orcid":false,"given":"Dongjun","family":"Lee","sequence":"additional","affiliation":[{"name":"Department of Electronic Engineering, Hanyang University, Seoul, South Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7837-2865","authenticated-orcid":false,"given":"Gijin","family":"Park","sequence":"additional","affiliation":[{"name":"Analog and Mixed-Signal Center, Texas A&#x0026;M University, College Station, TX, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1073-1304","authenticated-orcid":false,"given":"Jaemyung","family":"Lim","sequence":"additional","affiliation":[{"name":"Department of Electronic Engineering, Hanyang University, Seoul, South Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4589-8099","authenticated-orcid":false,"given":"Kyungjun","family":"Cho","sequence":"additional","affiliation":[{"name":"SK hynix Inc., Icheon, South Korea"}]},{"given":"Chunseok","family":"Jeong","sequence":"additional","affiliation":[{"name":"SK hynix Inc., Icheon, South Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3552-8484","authenticated-orcid":false,"given":"Myeong-Jae","family":"Park","sequence":"additional","affiliation":[{"name":"SK hynix Inc., Icheon, South Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9535-2521","authenticated-orcid":false,"given":"Songnam","family":"Hong","sequence":"additional","affiliation":[{"name":"Department of Electronic Engineering, Hanyang University, Seoul, South Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2292-7670","authenticated-orcid":false,"given":"Jaeduk","family":"Han","sequence":"additional","affiliation":[{"name":"Department of Electronic Engineering, Hanyang University, Seoul, South Korea"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD.2013.6691100"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-47101-3"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD.2007.4397309"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD.2004.1382695"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2010.2053151"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.23919\/ACC.2004.1384412"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.892759"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2013.2284109"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2017.2768826"},{"key":"ref11","first-page":"3306","article-title":"Batch Bayesian optimization via multi-objective acquisition ensemble for automated analog circuit design","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Lyu"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2021.3054811"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/DAC18074.2021.9586139"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/DAC18072.2020.9218757"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2022.3217421"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.109987"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.23919\/DATE48585.2020.9116200"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2020.07.063"},{"key":"ref19","article-title":"Neural combinatorial optimization with reinforcement learning","author":"Bello","year":"2016","journal-title":"arXiv:1611.09940"},{"key":"ref20","volume-title":"Reinforcement Learning: An Introduction","author":"Sutton","year":"2018"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/DAC56929.2023.10247739"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CONECCT47791.2019.9012917"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1126\/science.aar6404"},{"key":"ref24","volume-title":"Fundamentals of Microelectronics","author":"Razavi","year":"2021"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/4.535416"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1017\/9781108125840"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1080\/00207217.2016.1138522"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-5563-6"},{"key":"ref29","article-title":"Learning to design circuits","author":"Wang","year":"2018","journal-title":"arXiv:1812.02734"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref31","first-page":"1928","article-title":"Asynchronous methods for deep reinforcement learning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Mnih"},{"key":"ref32","first-page":"1861","article-title":"Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Haarnoja"},{"key":"ref33","article-title":"Soft actor-critic for discrete action settings","author":"Christodoulou","year":"2019","journal-title":"arXiv:1910.07207"},{"key":"ref34","volume-title":"Dynamic Programming and Markov Processes","author":"Howard","year":"1960"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10380310\/10614161.pdf?arnumber=10614161","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,6]],"date-time":"2024-08-06T05:35:19Z","timestamp":1722922519000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10614161\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3435331","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}