Shuai Han

17 papers Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Influence of Gaussian distribution on performance metrics in continuous reinforcement learning.
Inf. Process. Manag.
Ruikai Zhou, Taihong Zhong, Wenbo Zhu, Shuai Han, Shuai Lü
2026 J jnl
TATRC: Triple Actor-Critic Structure with Regularization for better performance.
Inf. Process. Manag.
Taihong Zhong, Shuai Han, Yushu Zhang, Zehong Long, Shuai Lü, Junhong Wu
2025 J jnl
VCSAP: Online reinforcement learning exploration method based on visitation count of state-action pairs.
Neural Networks
Ruikai Zhou, Wenbo Zhu, Shuai Han, Meng Kang, Shuai Lü
2024 J jnl
Explorer-Actor-Critic: Better actors for deep reinforcement learning.
Inf. Sci.
Junwei Zhang, Shuai Han, Xi Xiong, Sheng Zhu, Shuai Lü
2024 J jnl
Mixed experience sampling for off-policy reinforcement learning.
Expert Syst. Appl.
Jiayu Yu, Jingyao Li, Shuai Lü, Shuai Han
2023 J jnl
Entropy regularization methods for parameter space exploration.
Inf. Sci.
Shuai Han, Wenbo Zhou, Shuai Lü, Sheng Zhu, Xiaoyu Gong
2023 J jnl
Guided deterministic policy optimization with gradient-free policy parameters information.
Expert Syst. Appl.
Chun Shen, Sheng Zhu, Shuai Han, Xiaoyu Gong, Shuai Lü
2022 J jnl
NROWAN-DQN: A stable noisy network with noise reduction and online weight adjustment for exploration.
Expert Syst. Appl.
Shuai Han, Wenbo Zhou, Jiayi Lu, Jing Liu, Shuai Lü
2022 J jnl
Proximal policy optimization via enhanced exploration efficiency.
Inf. Sci.
Junwei Zhang, Zhenghao Zhang, Shuai Han, Shuai Lü
2022 J jnl
Sampling diversity driven exploration with state difference guidance.
Expert Syst. Appl.
Jiayi Lu, Shuai Han, Shuai Lü, Meng Kang, Junwei Zhang
2021 J jnl
Recruitment-imitation mechanism for evolutionary reinforcement learning.
Inf. Sci.
Shuai Lü, Shuai Han, Wenbo Zhou, Junwei Zhang
2021 J jnl
Regularly updated deterministic policy gradient algorithm.
Knowl. Based Syst.
Shuai Han, Wenbo Zhou, Shuai Lü, Jiayu Yu
2020 — conf
Deep Recurrent Deterministic Policy Gradient for Physical Control.
ICANN (2)
Lei Zhang, Shuai Han, Zhiruo Zhang, Lefan Li, Shuai Lü
2020 J jnl
NROWAN-DQN: A Stable Noisy Network with Noise Reduction and Online Weight Adjustment for Exploration.
CoRR
Shuai Han, Wenbo Zhou, Jing Liu, Shuai Lü
2020 J jnl
Proximal Policy Optimization via Enhanced Exploration Efficiency.
CoRR
Junwei Zhang, Zhenghao Zhang, Shuai Han, Shuai Lü
2020 J jnl
Regularly Updated Deterministic Policy Gradient Algorithm.
CoRR
Shuai Han, Wenbo Zhou, Shuai Lü, Jiayu Yu
2019 J jnl
Recruitment-imitation Mechanism for Evolutionary Reinforcement Learning.
CoRR
Shuai Lü, Shuai Han, Wenbo Zhou, Junwei Zhang