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
PhD | from 2023 |
at |
M.Sc. | 2017 - 2021 | Program: Automotive and Rolling Stock Engineering at Technische Universität Dresden, Dresden, Germany |
B.Eng. | 2012 - 2016 | Program: Automotive Engineering at Hebei University of Technology, Tianjing, China |
from 2022 | Research associate at the Chair of Traffic Process Automation, Technische Universität Dresden, Dresden, Germany |
2022 - 2022 | Software Testing Engineer at JOYNEXT GmbH, Dresden, Germany |
2019 - 2021 | Research assistant at Fraunhofer Institute for Transportation and Infrastructure Systems IVI, Dresden, Germany |
2020 - 2020 | Intern of connected car software development at Porsche Engineering Service GmbH, Mönsheim, Germany |
2019 - 2019 | Student research assistant at Auto Mobil Forschung Dresden GmbH, Dresden, Germany |
- Optimisation of traffic signal control
- Reinforcement Learning
2025
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Constrained traffic signal control under competing public transport priority requests via safe reinforcement learning , 25 Jul 2025, In: Expert systems with applications : an international journal. 284, 127676Electronic (full-text) versionResearch output: Contribution to journal > Research article
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
2025
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A Digital Twin of Signalized Intersections Integrating LISA and Real-time Traffic Detectors Data into SUMO Zhou, R. (Speaker) 14 May 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
2024
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Multimodal Traffic Signal Control via Constrained Deep Reinforcement Learning Zhou, R. (Speaker) 3 Sep 2024 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
2023
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Multimodal Traffic Light Control with Connected Vehicles: A Deep Reinforcement Learning Approach Zhou, R. (Speaker) 13 Jun 2023 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed