Hankang Gu

According to our database, Hankang Gu authored at least 9 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

A Hierarchical Deep Reinforcement Learning Framework for Traffic Signal Control with Predictable Cycle Planning.

Hankang Gu, Yuli Zhang, Chengming Wang, Ruiyuan Jiang, Ziheng Qiao, Pengfei Fan, Dongyao Jia

CoRR, September, 2025

Adaptive Vehicle Speed Classification via BMCNN with Reinforcement Learning-Enhanced Acoustic Processing.

Yuli Zhang, Pengfei Fan, Ruiyuan Jiang, Hankang Gu, Dongyao Jia, Xinheng Wang

CoRR, September, 2025

Communication Strategy on Macro-and-Micro Traffic State in Cooperative Deep Reinforcement Learning for Regional Traffic Signal Control.

Hankang Gu, Shangbo Wang, Dongyao Jia, Yuli Zhang, Yanrong Luo, Guoqiang Mao, Jianping Wang, Eng Gee Lim

IEEE Trans. Intell. Transp. Syst., August, 2025

Integrating Vehicle Acoustic Data for Enhanced Urban Traffic Management: A Study on Speed Classification in Suzhou.

Pengfei Fan, Yuli Zhang, Xinheng Wang, Ruiyuan Jiang, Hankang Gu, Dongyao Jia, Shangbo Wang

CoRR, June, 2025

Toward Dependency Dynamics in Multi-Agent Reinforcement Learning for Traffic Signal Control.

Yuli Zhang, Shangbo Wang, Dongyao Jia, Pengfei Fan, Ruiyuan Jiang, Hankang Gu, Andy H. F. Chow

CoRR, February, 2025

A Survey on RL-Based Approaches for Traffic Signal and Joint Vehicle-Signal Control.

Yuli Zhang, Pengfei Fan, Ruiyuan Jiang, Hankang Gu, Chengming Wang, Shangbo Wang, Dongyao Jia

Proceedings of the 11th International Conference on Computing and Artificial Intelligence, 2025

2024

Large-Scale Traffic Signal Control Using Constrained Network Partition and Adaptive Deep Reinforcement Learning.

Hankang Gu, Shangbo Wang, Xiaoguang Ma, Dongyao Jia, Guoqiang Mao, Eng Gee Lim, Cheuk Pong Ryan Wong

IEEE Trans. Intell. Transp. Syst., July, 2024

2023

Large-Scale Regional Traffic Signal Control Using Dynamic Deep Reinforcement Learning.

Hankang Gu, Shangbo Wang

CoRR, 2023

Minimum Degree and Connectivity in 1-Dimensional Line-of-Sight Networks.

Hankang Gu, Michele Zito

Proceedings of the Algorithmics of Wireless Networks - 19th International Symposium, 2023