Dipl.-Ing. Runhao (Rein) Zhou
Research associate (Ph.D. candidate)
NameMr Dipl.-Ing. Runhao (Rein) Zhou
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Chair of Traffic Process Automation
Chair of Traffic Process Automation
Visiting address:
Gerhart-Potthoff-Bau, Room POT 68 Hettnerstraße 3
01069 Dresden
Table of contents
Research interests
- Multimodal Traffic Signal Optimisation
- Deep Reinforcement Learning
Teaching
- Process Automation in Traffic Telematics (in German)
- Supervision of student scientific theses
Research Projects
ABSOLUT II - Automated Busshuttle Selforganizing between Leipzig and the BMW-Terminal
Education
- since 2023 Doctoral studies at TU Dresden
- 2017 - 2021 Postgraduate Diploma studies in Automotive and Rolling Stock Engineering at TU Dresden
- 2012 - 2016 Bachelor studies in Automotive Engineering at Hebei University of Technology, Tianjing, China
Professional career
- since 2022 Research associate at TU Dresden, Chair of Traffic Process Automation
- 2022 - 2022 Software testing engineer at JOYNEXT GmbH, Dresden
- 2020 - 2020 Connected car software development intern at Porsche Engineering, Mönsheim, Baden-Württemberg
- 2019 - 2021 Software development and testing research assistant at Fraunhofer Institute for Transportation and Infrastructure Systems IVI, Dresden
- 2019 - 2019 Data processing student assistant at Auto Mobil Forschung Dresden GmbH, Dresden
Publications
2023
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Multimodal Traffic Light Control with Connected Vehicles: A Deep Reinforcement Learning Approach , 11 Sep 2023, 2023 8th International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2023. Institute of Electrical and Electronics Engineers Inc.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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A Deep Reinforcement Learning Approach for Dynamic Traffic Light Control with Transit Signal Priority , 23 Jun 2023, Proceedings of the 4th Symposium on Management of Future Motorway and Urban Traffic Systems 2022. 10 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Proceedings of the 4th Symposium on Management of Future Motorway and Urban Traffic Systems 2022 , 13 Jun 2023, TUDpress/Thelem UniversitätsverlagElectronic (full-text) versionResearch output: Book/Report/Anthology > Conference proceeding