Strategic Pricing and Routing to Maximize Profit in Congested Roads Considering Interactions With Travelers

Y Kim, N Duan, G Zardini… - … on Control of …, 2025 - ieeexplore.ieee.org
We introduce an innovative approach for analyzing strategic interactions in transportation
networks featuring Mobility-on-Demand (MoD) services. This study focuses on achieving …

Charging autonomous electric vehicle fleet for mobility-on-demand services: Plug in or swap out?

J Gao, S Li - Transportation Research Part C: Emerging …, 2024 - Elsevier
This paper compares two prevalent charging strategies for electric vehicles, plug-in charging
and battery swapping, to investigate which charging strategy is superior for electric …

Online stochastic optimization for unknown linear systems: Data-driven controller synthesis and analysis

G Bianchin, M Vaquero, J Cortes… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper proposes a data-driven control framework to regulate an unknown stochastic
linear dynamical system to the solution of a stochastic convex optimization problem. Despite …

Multi-task system identification of similar linear time-invariant dynamical systems

Y Chen, AM Ospina, F Pasqualetti… - 2023 62nd IEEE …, 2023 - ieeexplore.ieee.org
This paper presents a system identification framework-inspired by multi-task learning-to
estimate the dynamics of a given number of linear time-invariant (LTI) systems jointly by …

Game theory to study interactions between mobility stakeholders

G Zardini, N Lanzetti, L Guerrini… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
Increasing urbanization and exacerbation of sustainability goals threaten the operational
efficiency of current transportation systems and confront cities with complex choices with …

Renewable-based charging in green ride-sharing

E Perotti, AM Ospina, G Bianchin, A Simonetto… - Scientific Reports, 2023 - nature.com
Governments, regulatory bodies, and manufacturers are proposing plans to accelerate the
adoption of electric vehicles (EVs), with the goal of reducing the impact of greenhouse gases …

Online saddle point tracking with decision-dependent data

KR Wood, E Dall'Anese - Learning for Dynamics and Control …, 2023 - proceedings.mlr.press
In this work, we consider a time-varying stochastic saddle point problem in which the objec-
tive is revealed sequentially, and the data distribution depends on the decision variables …

Dynamic Pricing for Vehicle Dispatching in Mobility-as-a-Service Market via Multi-Agent Deep Reinforcement Learning

G Sun, GO Boateng, K Liu… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Vehicle dispatching in the mobility-as-a-service (MaaS) market has gradually become a
situation of multi-service provider competition and coexistence. However, most existing …

Pricing in Ride-sharing Markets: Effects of network competition and autonomous vehicles

D Sen, A Ghosh - arXiv preprint arXiv:2303.01392, 2023 - arxiv.org
Autonomous vehicles will be an integral part of ride-sharing services in the future. This
setting differs from traditional ride-sharing marketplaces because of the absence of the …

Competition and Cooperation in Ride-Sharing Platforms: A Game Theoretic Analysis of C2C and B2C Aggregation Strategies

L Hou, S Geng, W Kong - Sustainability, 2025 - mdpi.com
The aggregation of ride-sharing platforms has forced traditional ride-sharing platforms to
decide whether to join or leave these emerging platforms. This study presents a stylized …