GP4: Gaussian Process Proactive Path Planning for the Stochastic on Time Arrival Problem. - Chen Gao 009; Hongliang Guo; Wenda Sheng (IEEE Trans. Veh. Technol., 2021)

Transportation Networks used in experiments for DRL-Router (Sioux Falls, Anaheim, Winnipeg, Barcelona). - Hongliang Guo; Wenda Sheng (IEEE DataPort, 2021)

PD-FAC: Probability Density Factorized Multi-Agent Distributional Reinforcement Learning for Multi-Robot Reliable Search. - Wenda Sheng; Hongliang Guo; Wei-Yun Yau; Yingjie Zhou 001 (IEEE Robotics Autom. Lett., 2022)

Travel time data of Chengdu road network. - Chen Gao 009; Hongliang Guo; Wenda Sheng (IEEE DataPort, 2022)

DRL Router: Distributional Reinforcement Learning-Based Router for Reliable Shortest Path Problems. - Hongliang Guo; Wenda Sheng; Chen Gao 009; Yaochu Jin (IEEE Intell. Transp. Syst. Mag., 2023)

GE-DDRL: Graph Embedding and Deep Distributional Reinforcement Learning for Reliable Shortest Path: A Universal and Scale Free Solution. - Hongliang Guo; Wenda Sheng; Yingjie Zhou 001; Yunping Chen (IEEE Trans. Intell. Transp. Syst., 2023)

SEGAC: Sample Efficient Generalized Actor Critic for the Stochastic On-Time Arrival Problem. - Hongliang Guo; Zhi He; Wenda Sheng; Zhiguang Cao; Yingjie Zhou 001; Weinan Gao (IEEE Trans. Intell. Transp. Syst., 2024)