Competition between autonomous and traditional ride-hailing platforms: Market equilibrium and technology transfer

Z Wang, S Li - Transportation Research Part C: Emerging …, 2024 - Elsevier
Autonomous ride-hailing platforms, such as Waymo and Cruise, are quickly expanding their
services, but their interactions with the existing ride-hailing companies, such as Uber and …

Two-sided deep reinforcement learning for dynamic mobility-on-demand management with mixed autonomy

J **e, Y Liu, N Chen - Transportation Science, 2023 - pubsonline.informs.org
Autonomous vehicles (AVs) are expected to operate on mobility-on-demand (MoD)
platforms because AV technology enables flexible self-relocation and system-optimal …

Graph meta-reinforcement learning for transferable autonomous mobility-on-demand

D Gammelli, K Yang, J Harrison, F Rodrigues… - Proceedings of the 28th …, 2022 - dl.acm.org
Autonomous Mobility-on-Demand (AMoD) systems represent an attractive alternative to
existing transportation paradigms, currently challenged by urbanization and increasing …

Planning and operation of ride-hailing networks with a mixture of level-4 autonomous vehicles and for-hire human drivers

Z Wang, J Ke, S Li - Transportation Research Part C: Emerging …, 2024 - Elsevier
This paper investigates the joint planning and operation of a ride-hailing network with a
mixture of level-4 autonomous vehicles (AVs) and for-hire human drivers. Distinct from most …

Control of dynamic ride-hailing networks with a mixed fleet of autonomous vehicles and for-hire human drivers

D Ao, Z Lai, S Li - Transportation Research Part E: Logistics and …, 2024 - Elsevier
This study examines a ride-hailing platform that employs a mixed fleet of autonomous
vehicles (AVs) and human drivers to offer on-demand ride-hailing services across a network …

Regulating transportation network companies with a mixture of autonomous vehicles and for-hire human drivers

D Ao, J Gao, Z Lai, S Li - Transportation research part A: policy and practice, 2024 - Elsevier
This paper investigates the equity impacts of autonomous vehicles (AV) on for-hire human
drivers and passengers in a ride-hailing market, and examines regulation policies that …

[PDF][PDF] Learning and Control for Adaptive Transportation Systems

D Gammelli - 2022 - orbit.dtu.dk
Learning and Control Page 1 General rights Copyright and moral rights for the publications
made accessible in the public portal are retained by the authors and/or other copyright …

[图书][B] Techniques for Efficient and Responsible Operation of Mobility Systems

MW Tsao - 2022 - search.proquest.com
Transportation is a necessary resource for many societies around the world. While advances
in data science provide promising tools for personalized, adaptive and more efficient …