3 papers
cs.AI2026
Mitigating Bus Bunching with Reinforcement Learning Enhanced by Semantic Stop Embedding
Xin Dong, Vikash V. Gayah
Bus bunching degrades service regularity and increases passenger waiting in high-frequency transit. Existing reinforcement-learning-based holding controllers primarily rely on inst…
eess.SY2026
A CAV-based perimeter-free regional traffic control strategy utilizing existing parking infrastructure
Hao Liu, Vikash V. Gayah
This paper proposes a novel perimeter-free regional traffic management strategy for networks under a connected and autonomous vehicle (CAV) environment. The proposed strategy requi…
econ.GN2025
Profit-Aware Graph Framework for Cross-Platform Ride-Sharing: Analyzing Allocation Mechanisms and Efficiency Gains
Xin Dong, Jose Ventura, Vikash V. Gayah
Ride-hailing platforms (e.g., Uber, Lyft) have transformed urban mobility by enabling ride-sharing, which holds considerable promise for reducing both travel costs and total vehicl…