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Wenda Sheng
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 5
Top Topics
Probability Density
Reinforcement Learning
Multi Robot Cooperative
Actor Critic
Top Venues
IEEE Trans. Intell. Transp. Syst.
IEEE Robotics Autom. Lett.
IEEE Trans. Veh. Technol.
IEEE Intell. Transp. Syst. Mag.
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Publications
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Hongliang Guo
,
Zhi He
,
Wenda Sheng
,
Zhiguang Cao
,
Yingjie Zhou
,
Weinan Gao
SEGAC: Sample Efficient Generalized Actor Critic for the Stochastic On-Time Arrival Problem.
IEEE Trans. Intell. Transp. Syst.
25 (8) (2024)
Hongliang Guo
,
Wenda Sheng
,
Chen Gao
,
Yaochu Jin
DRL Router: Distributional Reinforcement Learning-Based Router for Reliable Shortest Path Problems.
IEEE Intell. Transp. Syst. Mag.
15 (5) (2023)
Hongliang Guo
,
Wenda Sheng
,
Yingjie Zhou
,
Yunping Chen
GE-DDRL: Graph Embedding and Deep Distributional Reinforcement Learning for Reliable Shortest Path: A Universal and Scale Free Solution.
IEEE Trans. Intell. Transp. Syst.
24 (11) (2023)
Wenda Sheng
,
Hongliang Guo
,
Wei-Yun Yau
,
Yingjie Zhou
PD-FAC: Probability Density Factorized Multi-Agent Distributional Reinforcement Learning for Multi-Robot Reliable Search.
IEEE Robotics Autom. Lett.
7 (4) (2022)
Chen Gao
,
Hongliang Guo
,
Wenda Sheng
GP4: Gaussian Process Proactive Path Planning for the Stochastic on Time Arrival Problem.
IEEE Trans. Veh. Technol.
70 (10) (2021)