Shuai Han

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Policy Gradient

Reinforcement Learning

Space Exploration

Regularization Methods

Top Venues

Expert Syst. Appl.

Publications

Junwei Zhang, Shuai Han, Xi Xiong, Sheng Zhu, Shuai Lü
Explorer-Actor-Critic: Better actors for deep reinforcement learning. Inf. Sci. 662 (2024)
Jiayu Yu, Jingyao Li, Shuai Lü, Shuai Han
Mixed experience sampling for off-policy reinforcement learning. Expert Syst. Appl. 251 (2024)
Chun Shen, Sheng Zhu, Shuai Han, Xiaoyu Gong, Shuai Lü
Guided deterministic policy optimization with gradient-free policy parameters information. Expert Syst. Appl. 231 (2023)
Shuai Han, Wenbo Zhou, Shuai Lü, Sheng Zhu, Xiaoyu Gong
Entropy regularization methods for parameter space exploration. Inf. Sci. 622 (2023)
Jiayi Lu, Shuai Han, Shuai Lü, Meng Kang, Junwei Zhang
Sampling diversity driven exploration with state difference guidance. Expert Syst. Appl. 203 (2022)
Junwei Zhang, Zhenghao Zhang, Shuai Han, Shuai Lü
Proximal policy optimization via enhanced exploration efficiency. Inf. Sci. 609 (2022)
Shuai Han, Wenbo Zhou, Jiayi Lu, Jing Liu, Shuai Lü
NROWAN-DQN: A stable noisy network with noise reduction and online weight adjustment for exploration. Expert Syst. Appl. 203 (2022)
Shuai Lü, Shuai Han, Wenbo Zhou, Junwei Zhang
Recruitment-imitation mechanism for evolutionary reinforcement learning. Inf. Sci. 553 (2021)
Shuai Han, Wenbo Zhou, Shuai Lü, Jiayu Yu
Regularly updated deterministic policy gradient algorithm. Knowl. Based Syst. 214 (2021)
Lei Zhang, Shuai Han, Zhiruo Zhang, Lefan Li, Shuai Lü
Deep Recurrent Deterministic Policy Gradient for Physical Control. ICANN (2) (2020)
Shuai Han, Wenbo Zhou, Shuai Lü, Jiayu Yu
Regularly Updated Deterministic Policy Gradient Algorithm. CoRR (2020)
Shuai Han, Wenbo Zhou, Jing Liu, Shuai Lü
NROWAN-DQN: A Stable Noisy Network with Noise Reduction and Online Weight Adjustment for Exploration. CoRR (2020)
Junwei Zhang, Zhenghao Zhang, Shuai Han, Shuai Lü
Proximal Policy Optimization via Enhanced Exploration Efficiency. CoRR (2020)
Shuai Lü, Shuai Han, Wenbo Zhou, Junwei Zhang
Recruitment-imitation Mechanism for Evolutionary Reinforcement Learning. CoRR (2019)