{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:20:05Z","timestamp":1750220405538,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":18,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,8,18]],"date-time":"2021-08-18T00:00:00Z","timestamp":1629244800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,8,18]]},"DOI":"10.1145\/3483207.3483233","type":"proceedings-article","created":{"date-parts":[[2021,10,28]],"date-time":"2021-10-28T16:26:20Z","timestamp":1635438380000},"page":"160-165","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Maintenance Decision Generator for Electrical Equipment Based on Reinforcement Learning"],"prefix":"10.1145","author":[{"given":"Ruifan","family":"Li","sequence":"first","affiliation":[{"name":"Beijing University of Posts and Telecommunications, China"}]},{"given":"Zeyuan","family":"Wang","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications, China"}]},{"given":"Yifan","family":"Du","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications, China"}]},{"given":"Zepeng","family":"Zhai","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications, China"}]},{"given":"Yongping","family":"Xiong","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications, China"}]},{"given":"Ziquan","family":"Liu","sequence":"additional","affiliation":[{"name":"State Grid Jiangsu Electric Power Co., Ltd. Research Institute, China"}]}],"member":"320","published-online":{"date-parts":[[2021,10,28]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Christopher Berner Greg Brockman Brooke Chan Vicki Cheung Przemyslaw Debiak Christy Dennison David Farhi Quirin Fischer Shariq Hashme Christopher Hesse Rafal J\u00f3zefowicz Scott Gray Catherine Olsson Jakub Pachocki Michael Petrov Henrique\u00a0Pond\u00e9 de Oliveira\u00a0Pinto Jonathan Raiman Tim Salimans Jeremy Schlatter Jonas Schneider Szymon Sidor Ilya Sutskever Jie Tang Filip Wolski and Susan Zhang. 2019. Dota 2 with Large Scale Deep Reinforcement Learning. CoRR abs\/1912.06680(2019). arxiv:1912.06680http:\/\/arxiv.org\/abs\/1912.06680  Christopher Berner Greg Brockman Brooke Chan Vicki Cheung Przemyslaw Debiak Christy Dennison David Farhi Quirin Fischer Shariq Hashme Christopher Hesse Rafal J\u00f3zefowicz Scott Gray Catherine Olsson Jakub Pachocki Michael Petrov Henrique\u00a0Pond\u00e9 de Oliveira\u00a0Pinto Jonathan Raiman Tim Salimans Jeremy Schlatter Jonas Schneider Szymon Sidor Ilya Sutskever Jie Tang Filip Wolski and Susan Zhang. 2019. Dota 2 with Large Scale Deep Reinforcement Learning. CoRR abs\/1912.06680(2019). arxiv:1912.06680http:\/\/arxiv.org\/abs\/1912.06680"},{"volume-title":"Advances in Artificial Intelligence","author":"Bhalla Sushrut","key":"e_1_3_2_1_2_1"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/MWSCAS.2019.8885080"},{"volume-title":"Optimization for condition-based maintenance with semi-Markov decision process. Reliability engineering & system safety 90, 1","year":"2005","author":"Chen Dongyan","key":"e_1_3_2_1_4_1"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/59.962408"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/TTE.2018.2863550"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSESS47205.2019.9040781"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICQR2MSE.2011.5976692"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/APAP47170.2019.9225022"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"crossref","unstructured":"Yiying Li Wei Zhou Huaimin Wang Bo Ding and Kele Xu. 2019. Improving Fast Adaptation for Newcomers in Multi-Robot Reinforcement Learning System. In 2019 IEEE SmartWorld Ubiquitous Intelligence Computing Advanced Trusted Computing Scalable Computing Communications Cloud Big Data Computing Internet of People and Smart City Innovation. 753\u2013760. https:\/\/doi.org\/10.1109\/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00162  Yiying Li Wei Zhou Huaimin Wang Bo Ding and Kele Xu. 2019. Improving Fast Adaptation for Newcomers in Multi-Robot Reinforcement Learning System. In 2019 IEEE SmartWorld Ubiquitous Intelligence Computing Advanced Trusted Computing Scalable Computing Communications Cloud Big Data Computing Internet of People and Smart City Innovation. 753\u2013760. https:\/\/doi.org\/10.1109\/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00162","DOI":"10.1109\/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00162"},{"volume-title":"2016 International Conference on Condition Monitoring and Diagnosis (CMD). 940\u2013943","year":"2016","author":"Liu Hang","key":"e_1_3_2_1_11_1"},{"volume-title":"Load Frequency Control: A Deep Multi-Agent Reinforcement Learning Approach. In 2020 IEEE Power Energy Society General Meeting (PESGM). 1\u20135. https:\/\/doi.org\/10","year":"2020","author":"Rozada Sergio","key":"e_1_3_2_1_12_1"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2008.923532"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/IROS45743.2020.9341762"},{"volume-title":"Grandmaster level in StarCraft II using multi-agent reinforcement learning. Nature 575, 7782 (01","year":"2019","author":"Vinyals Oriol","key":"e_1_3_2_1_15_1"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICNC.2009.66"},{"volume-title":"Research on Automatic Test Technology for Field Operation and Maintenance of Intelligent Substation. In 2020 5th Asia Conference on Power and Electrical Engineering (ACPEE). 11\u201315","year":"2020","author":"Zhou Di","key":"e_1_3_2_1_17_1"},{"volume-title":"SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving. CoRR abs\/2010.09776(2020). arxiv:2010.09776https:\/\/arxiv.org\/abs\/2010.09776","year":"2020","author":"Zhou Ming","key":"e_1_3_2_1_18_1"}],"event":{"name":"SPML 2021: 2021 4th International Conference on Signal Processing and Machine Learning","acronym":"SPML 2021","location":"Beijing China"},"container-title":["2021 4th International Conference on Signal Processing and Machine Learning"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3483207.3483233","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3483207.3483233","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:18:57Z","timestamp":1750191537000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3483207.3483233"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,8,18]]},"references-count":18,"alternative-id":["10.1145\/3483207.3483233","10.1145\/3483207"],"URL":"https:\/\/doi.org\/10.1145\/3483207.3483233","relation":{},"subject":[],"published":{"date-parts":[[2021,8,18]]},"assertion":[{"value":"2021-10-28","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}