Liang Zheng

Offline and offline-to-online reinforcement learning for bus holding control

Abstract Bus bunching is a self-reinforcing phenomenon in which a delayed bus boards more passengers, incurs further delay, and is caught by its follower. Holding a bus at a stop to regulate headways is a widely studied corrective measure, yet most evaluations rely on a single shaped objective rather than independent p...