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Senpeng Chen
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 8
Top Topics
Reinforcement Learning
Top Venues
Neurocomputing
Soft Comput.
HPCC/DSS/SmartCity
Eng. Appl. Artif. Intell.
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Publications
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Jia Wu
,
Xiyuan Liu
,
Senpeng Chen
Hyperparameter optimization through context-based meta-reinforcement learning with task-aware representation.
Knowl. Based Syst.
260 (2023)
Xiyuan Liu
,
Jia Wu
,
Senpeng Chen
Efficient hyperparameters optimization through model-based reinforcement learning with experience exploiting and meta-learning.
Soft Comput.
27 (13) (2023)
Xiyuan Liu
,
Jia Wu
,
Senpeng Chen
A context-based meta-reinforcement learning approach to efficient hyperparameter optimization.
Neurocomputing
478 (2022)
Senpeng Chen
,
Jia Wu
,
XiYuan Liu
EMORL: Effective multi-objective reinforcement learning method for hyperparameter optimization.
Eng. Appl. Artif. Intell.
104 (2021)
XiYuan Liu
,
Jia Wu
,
Senpeng Chen
Efficient Hyperparameters optimization Through Model-based Reinforcement Learning and Meta-Learning.
HPCC/DSS/SmartCity
(2020)
Jia Wu
,
Senpeng Chen
,
XiYuan Liu
Efficient hyperparameter optimization through model-based reinforcement learning.
Neurocomputing
409 (2020)
Jia Wu
,
Senpeng Chen
,
Xiuyun Chen
RPR-BP: A Deep Reinforcement Learning Method for Automatic Hyperparameter Optimization.
IJCNN
(2019)
Senpeng Chen
,
Jia Wu
,
Xiuyun Chen
Deep Reinforcement Learning with Model-Based Acceleration for Hyperparameter Optimization.
ICTAI
(2019)