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Sihong He
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 17
Top Topics
Robust Optimization
Eligibility Traces
Electric Vehicles
Nodes Of A Graph
Top Venues
CoRR
IROS
ICRA
Sensors
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Publications
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Sihong He
,
Yue Wang
,
Shuo Han
,
Shaofeng Zou
,
Fei Miao
A Robust and Constrained Multi-Agent Reinforcement Learning Electric Vehicle Rebalancing Method in AMoD Systems.
IROS
(2023)
Sihong He
,
Shuo Han
,
Fei Miao
Robust Electric Vehicle Balancing of Autonomous Mobility-on-Demand System: A Multi-Agent Reinforcement Learning Approach.
IROS
(2023)
Zhengyu Chen
,
Yishu Gong
,
Liangliang Yang
,
Jianyu Zhang
,
Wei Zhang
,
Sihong He
,
Xusheng Zhang
Invariant Graph Neural Network for Out-of-Distribution Nodes.
ICMLC
(2023)
Sihong He
,
Shuo Han
,
Fei Miao
Robust Electric Vehicle Balancing of Autonomous Mobility-On-Demand System: A Multi-Agent Reinforcement Learning Approach.
CoRR
(2023)
Xusheng Zhang
,
Wei Zhang
,
Yishu Gong
,
Liangliang Yang
,
Jianyu Zhang
,
Zhengyu Chen
,
Sihong He
Robustness Evaluation of Multi-Agent Reinforcement Learning Algorithms using GNAs.
Tiny Papers @ ICLR
(2023)
Sanbao Su
,
Yiming Li
,
Sihong He
,
Songyang Han
,
Chen Feng
,
Caiwen Ding
,
Fei Miao
Uncertainty Quantification of Collaborative Detection for Self-Driving.
ICRA
(2023)
Sihong He
,
Songyang Han
,
Sanbao Su
,
Shuo Han
,
Shaofeng Zou
,
Fei Miao
Robust Multi-Agent Reinforcement Learning with State Uncertainty.
CoRR
(2023)
Sihong He
,
Zhili Zhang
,
Shuo Han
,
Lynn Pepin
,
Guang Wang
,
Desheng Zhang
,
John A. Stankovic
,
Fei Miao
Data-Driven Distributionally Robust Electric Vehicle Balancing for Autonomous Mobility-on-Demand Systems Under Demand and Supply Uncertainties.
IEEE Trans. Intell. Transp. Syst.
24 (5) (2023)
Sanbao Su
,
Yiming Li
,
Sihong He
,
Songyang Han
,
Chen Feng
,
Caiwen Ding
,
Fei Miao
Uncertainty Quantification of Collaborative Detection for Self-Driving.
CoRR
(2022)
Sihong He
,
Zhili Zhang
,
Shuo Han
,
Lynn Pepin
,
Guang Wang
,
Desheng Zhang
,
John A. Stankovic
,
Fei Miao
Data-Driven Distributionally Robust Electric Vehicle Balancing for Autonomous Mobility-on-Demand Systems under Demand and Supply Uncertainties.
CoRR
(2022)
Sihong He
,
Yue Wang
,
Shuo Han
,
Shaofeng Zou
,
Fei Miao
A Robust and Constrained Multi-Agent Reinforcement Learning Framework for Electric Vehicle AMoD Systems.
CoRR
(2022)
Sihong He
,
Lynn Pepin
,
Guang Wang
,
Desheng Zhang
,
Fei Miao
Data-Driven Distributionally Robust Electric Vehicle Balancing for Mobility-on-Demand Systems under Demand and Supply Uncertainties.
CoRR
(2022)
Songyang Han
,
Sanbao Su
,
Sihong He
,
Shuo Han
,
Haizhao Yang
,
Fei Miao
What is the Solution for State-Adversarial Multi-Agent Reinforcement Learning?
CoRR
(2022)
Sihong He
,
Ning Wang
,
Michael Ho
,
Junxiao Zhu
,
Gangbing Song
Design of a New Stress Wave Communication Method for Underwater Communication.
IEEE Trans. Ind. Electron.
68 (8) (2021)
Fei Miao
,
Sihong He
,
Lynn Pepin
,
Shuo Han
,
Abdeltawab M. Hendawi
,
Mohamed E. Khalefa
,
John A. Stankovic
,
George J. Pappas
Data-driven Distributionally Robust Optimization For Vehicle Balancing of Mobility-on-Demand Systems.
ACM Trans. Cyber Phys. Syst.
5 (2) (2021)
Sihong He
,
Lynn Pepin
,
Guang Wang
,
Desheng Zhang
,
Fei Miao
Data-Driven Distributionally Robust Electric Vehicle Balancing for Mobility-on-Demand Systems under Demand and Supply Uncertainties.
IROS
(2020)
Aiping Wu
,
Sihong He
,
Yali Ren
,
Ning Wang
,
Siu Chun Michael Ho
,
Gangbing Song
Design of a New Stress Wave-Based Pulse Position Modulation (PPM) Communication System with Piezoceramic Transducers.
Sensors
19 (3) (2019)