Wenda Sheng

According to our database, Wenda Sheng authored at least 6 papers between 2021 and 2023.

Collaborative distances:

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

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, Yunping Chen

IEEE Trans. Intell. Transp. Syst., November, 2023

DRL Router: Distributional Reinforcement Learning-Based Router for Reliable Shortest Path Problems.

Hongliang Guo, Wenda Sheng, Chen Gao, Yaochu Jin

IEEE Intell. Transp. Syst. Mag., 2023

2022

Travel time data of Chengdu road network.

Chen Gao, Hongliang Guo, Wenda Sheng

Dataset, May, 2022

PD-FAC: Probability Density Factorized Multi-Agent Distributional Reinforcement Learning for Multi-Robot Reliable Search.

Wenda Sheng, Hongliang Guo, Wei-Yun Yau, Yingjie Zhou

IEEE Robotics Autom. Lett., 2022

2021

Transportation Networks used in experiments for DRL-Router (Sioux Falls, Anaheim, Winnipeg, Barcelona).

Hongliang Guo, Wenda Sheng

Dataset, May, 2021

GP4: Gaussian Process Proactive Path Planning for the Stochastic on Time Arrival Problem.

Chen Gao, Hongliang Guo, Wenda Sheng

IEEE Trans. Veh. Technol., 2021