Hankang Gu

11 papers Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
A Hierarchical Deep Reinforcement Learning Framework for Traffic Signal Control with Predictable Cycle Planning.
ITSC
Hankang Gu, Yuli Zhang, Chengming Wang, Ruiyuan Jiang, Ziheng Qiao, Pengfei Fan, Dongyao Jia
2025 J jnl
A Hierarchical Deep Reinforcement Learning Framework for Traffic Signal Control with Predictable Cycle Planning.
CoRR
Hankang Gu, Yuli Zhang, Chengming Wang, Ruiyuan Jiang, Ziheng Qiao, Pengfei Fan, Dongyao Jia
2025 — conf
A Survey on RL-Based Approaches for Traffic Signal and Joint Vehicle-Signal Control.
ICCAI
Yuli Zhang, Pengfei Fan, Ruiyuan Jiang, Hankang Gu, Chengming Wang, Shangbo Wang, Dongyao Jia
2025 J jnl
Adaptive Vehicle Speed Classification via BMCNN with Reinforcement Learning-Enhanced Acoustic Processing.
CoRR
Yuli Zhang, Pengfei Fan, Ruiyuan Jiang, Hankang Gu, Dongyao Jia, Xinheng Wang
2025 J jnl
Communication Strategy on Macro-and-Micro Traffic State in Cooperative Deep Reinforcement Learning for Regional Traffic Signal Control.
CoRR
Hankang Gu, Shangbo Wang, Dongyao Jia, Yuli Zhang, Yanrong Luo, Guoqiang Mao, Jianping Wang, Eng Gee Lim
2025 J jnl
Communication Strategy on Macro-and-Micro Traffic State in Cooperative Deep Reinforcement Learning for Regional Traffic Signal Control.
IEEE Trans. Intell. Transp. Syst.
Hankang Gu, Shangbo Wang, Dongyao Jia, Yuli Zhang, Yanrong Luo, Guoqiang Mao, Jianping Wang, Eng Gee Lim
2025 J jnl
Integrating Vehicle Acoustic Data for Enhanced Urban Traffic Management: A Study on Speed Classification in Suzhou.
CoRR
Pengfei Fan, Yuli Zhang, Xinheng Wang, Ruiyuan Jiang, Hankang Gu, Dongyao Jia, Shangbo Wang
2025 J jnl
Toward Dependency Dynamics in Multi-Agent Reinforcement Learning for Traffic Signal Control.
CoRR
Yuli Zhang, Shangbo Wang, Dongyao Jia, Pengfei Fan, Ruiyuan Jiang, Hankang Gu, Andy H. F. Chow
2024 J jnl
Large-Scale Traffic Signal Control Using Constrained Network Partition and Adaptive Deep Reinforcement Learning.
IEEE Trans. Intell. Transp. Syst.
Hankang Gu, Shangbo Wang, Xiaoguang Ma, Dongyao Jia, Guoqiang Mao, Eng Gee Lim, Cheuk Pong Ryan Wong
2023 J jnl
Large-Scale Regional Traffic Signal Control Using Dynamic Deep Reinforcement Learning.
CoRR
Hankang Gu, Shangbo Wang
2023 — conf
Minimum Degree and Connectivity in 1-Dimensional Line-of-Sight Networks.
ALGOWIN
Hankang Gu, Michele Zito