{"title":"采用分散强化学习控制南非高速公路交通流量的案例","authors":"T. Schmidt-Dumont, J. V. van Vuuren","doi":"10.17159/2309-8775/2019/v61n3a2","DOIUrl":null,"url":null,"abstract":"DR THORSTEN SCHMIDT-DUMONT was born in Swakopmund, Namibia, in 1993. He received the B.Eng and PhD (Industrial Engineering) degrees in 2015 and 2018 respectively from Stellenbosch University, and has since taken up a position as post-doctoral research fellow within the Department of Industrial Engineering at Stellenbosch University. He is the author of one journal publication and one paper published in peer-reviewed conference proceedings, and has attended and presented his work at local and international conferences. His research interests include systems optimisation, machine learning and the application thereof to real-world systems.","PeriodicalId":54762,"journal":{"name":"Journal of the South African Institution of Civil Engineering","volume":" ","pages":""},"PeriodicalIF":0.4000,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"A case for the adoption of decentralised reinforcement learning for the control of traffic flow on South African highways\",\"authors\":\"T. Schmidt-Dumont, J. V. van Vuuren\",\"doi\":\"10.17159/2309-8775/2019/v61n3a2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"DR THORSTEN SCHMIDT-DUMONT was born in Swakopmund, Namibia, in 1993. He received the B.Eng and PhD (Industrial Engineering) degrees in 2015 and 2018 respectively from Stellenbosch University, and has since taken up a position as post-doctoral research fellow within the Department of Industrial Engineering at Stellenbosch University. He is the author of one journal publication and one paper published in peer-reviewed conference proceedings, and has attended and presented his work at local and international conferences. His research interests include systems optimisation, machine learning and the application thereof to real-world systems.\",\"PeriodicalId\":54762,\"journal\":{\"name\":\"Journal of the South African Institution of Civil Engineering\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.4000,\"publicationDate\":\"2019-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of the South African Institution of Civil Engineering\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.17159/2309-8775/2019/v61n3a2\",\"RegionNum\":4,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"ENGINEERING, CIVIL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of the South African Institution of Civil Engineering","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.17159/2309-8775/2019/v61n3a2","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENGINEERING, CIVIL","Score":null,"Total":0}
A case for the adoption of decentralised reinforcement learning for the control of traffic flow on South African highways
DR THORSTEN SCHMIDT-DUMONT was born in Swakopmund, Namibia, in 1993. He received the B.Eng and PhD (Industrial Engineering) degrees in 2015 and 2018 respectively from Stellenbosch University, and has since taken up a position as post-doctoral research fellow within the Department of Industrial Engineering at Stellenbosch University. He is the author of one journal publication and one paper published in peer-reviewed conference proceedings, and has attended and presented his work at local and international conferences. His research interests include systems optimisation, machine learning and the application thereof to real-world systems.
期刊介绍：
The Journal of the South African Institution of Civil Engineering publishes peer reviewed papers on all aspects of Civil Engineering relevant to Africa. It is an open access, ISI accredited journal, providing authoritative information not only on current developments, but also – through its back issues – giving access to data on established practices and the construction of existing infrastructure. It is published quarterly and is controlled by a Journal Editorial Panel.
The forerunner of the South African Institution of Civil Engineering was established in 1903 as a learned society aiming to develop technology and to share knowledge for the development of the day. The minutes of the proceedings of the then Cape Society of Civil Engineers mainly contained technical papers presented at the Society''s meetings. Since then, and throughout its long history, during which time it has undergone several name changes, the organisation has continued to publish technical papers in its monthly publication (magazine), until 1993 when it created a separate journal for the publication of technical papers.
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