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Strategic Interactions of Future Mobility Systems
Mobility is typically self-optimized for a particular region to accommodate internal travel needs. However, as soon as one considers multiple, interacting regions (e.g., urban areas interacting with agglomerations, and agglomerations interacting with rural areas), important coordination issues occur, including scheduling mismatches, fleet allocations, and congestion peaks. In short, a mobility system composed of self-optimized mobility systems seems to often operate suboptimally.
In this project, we will investigate the idea of strategic interactions of future mobility stakeholders across heterogeneous regions, such as urban areas, agglomerations, and rural areas, leveraging techniques from network design, optimization, game theory, and policy making.
Keywords: Optimization, Game theory, Multi-agent interactions, Transportation systems, Robotics
**Task:**
1) Literature review on the co-design of mobility systems
2) Design a methodology framework for strategic interactions of mobility stakeholders, leveraging
techniques from game theory, optimization, and policy making.
3) Conduct real-world case studies targeted to future Swiss scenarios.
**Skills Required**
Programming, game theory, mathematics, optimization, machine learning, simulation
**References**
[1] Zardini, G., Lanzetti, N., Belgioioso, G., Hartnik, C., Bolognani, S., Dörfler, F., & Frazzoli, E. (2023). Strategic Interactions in Multi-modal Mobility Systems: A Game-Theoretic Perspective.
[2] Zardini, G., Lanzetti, N., Guerrini, L., Frazzoli, E., & Dörfler, F. (2021). Game theory to study interactions between mobility stakeholders.
**Task:**
1) Literature review on the co-design of mobility systems
2) Design a methodology framework for strategic interactions of mobility stakeholders, leveraging techniques from game theory, optimization, and policy making.
3) Conduct real-world case studies targeted to future Swiss scenarios.
**Skills Required**
Programming, game theory, mathematics, optimization, machine learning, simulation
**References**
[1] Zardini, G., Lanzetti, N., Belgioioso, G., Hartnik, C., Bolognani, S., Dörfler, F., & Frazzoli, E. (2023). Strategic Interactions in Multi-modal Mobility Systems: A Game-Theoretic Perspective.
[2] Zardini, G., Lanzetti, N., Guerrini, L., Frazzoli, E., & Dörfler, F. (2021). Game theory to study interactions between mobility stakeholders.
Not specified
If you're interested in this project, do not hesitate to reach out!
Please send your resume/CV, transcript of records and a short description of your interests and skills via email to [minghe@ethz.ch].
My website: https://mingjia-he.github.io/
If you're interested in this project, do not hesitate to reach out!
Please send your resume/CV, transcript of records and a short description of your interests and skills via email to [minghe@ethz.ch].