The doi above is for this specific version of this dataset, which is currently the latest. Newer versions may be published in the future. For a link that will always point to the latest version, please use
doi: 10.4121/97751b97-e421-426b-b09a-d7b975e0f2b0

Sun, Dingshan (2023): Research data for PhD thesis "Multi-Level and Learning-Based Model Predictive Control for Traffic Management". Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/97751b97-e421-426b-b09a-d7b975e0f2b0.v1

Dataset

• Civil Engineering
• Urban and Regional Planning
• Engineering
• Built Environment and Design

Model predictive control, Reinforcement learning, Traffic management

2019.03-2023-06

CC BY 4.0

RefWorks, BibTeX, Reference Manager, Endnote, DataCite, NLM, DC, CFF

by Dingshan Sun

This is the data related to the PhD thesis "Multi-Level and Learning-Based Model Predictive Control for Traffic Management". The thesis is a collection of four papers, each of which corresponds to one chapter (i.e., chapter 2 - chapter 5). The relevant codes are packed according to different chapters. Learning-based methods are used. For simplicity, most of the data files generated by learning methods are not uploaded here to save space. The readers can use the provided source files to generate their own data.

• 2023-06-01 first online, published, posted

4TU.ResearchData

matlab files and python files

• China Scholarship Council (CSC)

TU Delft, Faculty of Mechanical, Maritime and Materials Engineering (3mE), Delft Center for Systems and Control