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Jiayi Guan
ORCID
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 4
Top Topics
Fitted Q Iteration
Agent Learns
Reinforcement Learning
State Action
Top Venues
IEEE Trans. Cogn. Dev. Syst.
CoRR
IEEE Trans. Veh. Technol.
NeurIPS
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Publications
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Tianle Zhang
,
Jiayi Guan
,
Lin Zhao
,
Yihang Li
,
Dongjiang Li
,
Zecui Zeng
,
Lei Sun
,
Yue Chen
,
Xuelong Wei
,
Lusong Li
,
Xiaodong He
Preferred-Action-Optimized Diffusion Policies for Offline Reinforcement Learning.
CoRR
(2024)
Jiayi Guan
,
Shangding Gu
,
Zhijun Li
,
Jing Hou
,
Yiqin Yang
,
Guang Chen
,
Changjun Jiang
UAC: Offline Reinforcement Learning With Uncertain Action Constraint.
IEEE Trans. Cogn. Dev. Syst.
16 (2) (2024)
Jiayi Guan
,
Guang Chen
,
Jiaming Ji
,
Long Yang
,
Ao Zhou
,
Zhijun Li
,
Changjun Jiang
VOCE: Variational Optimization with Conservative Estimation for Offline Safe Reinforcement Learning.
NeurIPS
(2023)
Jiayi Guan
,
Guang Chen
,
Jin Huang
,
Zhijun Li
,
Lu Xiong
,
Jing Hou
,
Alois C. Knoll
A Discrete Soft Actor-Critic Decision-Making Strategy With Sample Filter for Freeway Autonomous Driving.
IEEE Trans. Veh. Technol.
72 (2) (2023)