Senpeng Chen

According to our database, Senpeng Chen authored at least 8 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2023

Efficient hyperparameters optimization through model-based reinforcement learning with experience exploiting and meta-learning.

Xiyuan Liu, Jia Wu, Senpeng Chen

Soft Comput., July, 2023

Hyperparameter optimization through context-based meta-reinforcement learning with task-aware representation.

Jia Wu, Xiyuan Liu, Senpeng Chen

Knowl. Based Syst., 2023

2022

A context-based meta-reinforcement learning approach to efficient hyperparameter optimization.

Xiyuan Liu, Jia Wu, Senpeng Chen

Neurocomputing, 2022

2021

EMORL: Effective multi-objective reinforcement learning method for hyperparameter optimization.

Senpeng Chen, Jia Wu, Xiyuan Liu

Eng. Appl. Artif. Intell., 2021

2020

Efficient hyperparameter optimization through model-based reinforcement learning.

Jia Wu, Senpeng Chen, Xiyuan Liu

Neurocomputing, 2020

Efficient Hyperparameters optimization Through Model-based Reinforcement Learning and Meta-Learning.

Xiyuan Liu, Jia Wu, Senpeng Chen

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

2019

RPR-BP: A Deep Reinforcement Learning Method for Automatic Hyperparameter Optimization.

Jia Wu, Senpeng Chen, Xiuyun Chen

Proceedings of the International Joint Conference on Neural Networks, 2019

Deep Reinforcement Learning with Model-Based Acceleration for Hyperparameter Optimization.

Senpeng Chen, Jia Wu, Xiuyun Chen

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019