Guanqun Ai

According to our database, Guanqun Ai authored at least 7 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

XRL-TO: An explainable reinforcement learning-based approach for bus timetable dynamic optimization.

Guanqun Ai, Xingquan Zuo, Gang Chen, Mengchu Zhou, Binglin Wu, Xinchao Zhao

Expert Syst. Appl., 2026

2025

ERL-BSA: Evolution Strategies-Enhanced Reinforcement Learning for Context-Aware and Workload Balanced Dynamic Bus Scheduling.

Guanqun Ai, Haobo Zhang, Gang Chen, Hui Ma, Xingquan Zuo

Proceedings of the PRICAI 2025: Trends in Artificial Intelligence, 2025

2024

Multi-agent deep reinforcement learning based real-time planning approach for responsive customized bus routes.

Binglin Wu, Xingquan Zuo, Gang Chen, Guanqun Ai, Xing Wan

Comput. Ind. Eng., 2024

2023

A reinforcement learning-based approach for online bus scheduling.

Yingzhuo Liu, Xingquan Zuo, Guanqun Ai, Yahong Liu

Knowl. Based Syst., 2023

A construction-and-repair based method for vehicle scheduling of bus line with branch lines.

Yahong Liu, Xingquan Zuo, Guanqun Ai, Xinchao Zhao

Comput. Ind. Eng., 2023

2022

Deep Reinforcement Learning based dynamic optimization of bus timetable.

Guanqun Ai, Xingquan Zuo, Gang Chen, Binglin Wu

Appl. Soft Comput., 2022

Dynamic Bus Holding Control Using Spatial-Temporal Data - A Deep Reinforcement Learning Approach.

Yuguang Zhao, Gang Chen, Hui Ma, Xingquan Zuo, Guanqun Ai

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022