Wenxuan Wang

According to our database, Wenxuan Wang authored at least 15 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Off-policy Reinforcement Learning with Model-based Exploration Augmentation.

Likun Wang, Xiangteng Zhang, Yinuo Wang, Guojian Zhan, Wenxuan Wang, Haoyu Gao, Jingliang Duan, Shengbo Eben Li

CoRR, October, 2025

Smooth Filtering Neural Network for Reinforcement Learning.

Wenxuan Wang, Jingliang Duan, Xujie Song, Liming Xiao, Liangfa Chen, Yinuo Wang, Bo Cheng, Shengbo Eben Li

IEEE Trans. Intell. Veh., May, 2025

Distributional Soft Actor-Critic With Three Refinements.

Jingliang Duan, Wenxuan Wang, Liming Xiao, Jiaxin Gao, Shengbo Eben Li, Chang Liu, Ya-Qin Zhang, Bo Cheng, Keqiang Li

IEEE Trans. Pattern Anal. Mach. Intell., May, 2025

Enhanced DACER Algorithm with High Diffusion Efficiency.

Yinuo Wang, Mining Tan, Wenjun Zou, Haotian Lin, Xujie Song, Wenxuan Wang, Tong Liu, Likun Wang, Guojian Zhan, Tianze Zhu, Shiqi Liu, Jingliang Duan, Shengbo Eben Li

CoRR, May, 2025

Smooth policy iteration for zero-sum Markov Games.

Yangang Ren, Yao Lyu, Wenxuan Wang, Shengbo Eben Li, Zeyang Li, Jingliang Duan

Neurocomputing, 2025

LipsNet++: Unifying Filter and Controller into a Policy Network.

Xujie Song, Liangfa Chen, Tong Liu, Wenxuan Wang, Yinuo Wang, Shentao Qin, Yinsong Ma, Jingliang Duan, Shengbo Eben Li

Proceedings of the Forty-second International Conference on Machine Learning, 2025

ODE-based Smoothing Neural Network for Reinforcement Learning Tasks.

Yinuo Wang, Wenxuan Wang, Xujie Song, Tong Liu, Yuming Yin, Liangfa Chen, Likun Wang, Jingliang Duan, Shengbo Eben Li

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Diffusion Actor-Critic with Entropy Regulator.

Yinuo Wang, Likun Wang, Yuxuan Jiang, Wenjun Zou, Tong Liu, Xujie Song, Wenxuan Wang, Liming Xiao, Jiang Wu, Jingliang Duan, Shengbo Li

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Training Multi-layer Neural Networks on Ising Machine.

Xujie Song, Tong Liu, Shengbo Eben Li, Jingliang Duan, Wenxuan Wang, Keqiang Li

CoRR, 2023

DSAC-T: Distributional Soft Actor-Critic with Three Refinements.

Jingliang Duan, Wenxuan Wang, Liming Xiao, Jiaxin Gao, Shengbo Eben Li

CoRR, 2023

LipsNet: A Smooth and Robust Neural Network with Adaptive Lipschitz Constant for High Accuracy Optimal Control.

Xujie Song, Jingliang Duan, Wenxuan Wang, Shengbo Eben Li, Chen Chen, Bo Cheng, Bo Zhang, Junqing Wei, Xiaoming Simon Wang

Proceedings of the International Conference on Machine Learning, 2023

2022

Fixed-Dimensional and Permutation Invariant State Representation of Autonomous Driving.

Jingliang Duan, Dongjie Yu, Shengbo Eben Li, Wenxuan Wang, Yangang Ren, Ziyu Lin, Bo Cheng

IEEE Trans. Intell. Transp. Syst., 2022

Recurrent Model Predictive Control: Learning an Explicit Recurrent Controller for Nonlinear Systems.

Zhengyu Liu, Jingliang Duan, Wenxuan Wang, Shengbo Eben Li, Yuming Yin, Ziyu Lin, Bo Cheng

IEEE Trans. Ind. Electron., 2022

Smoothing Policy Iteration for Zero-sum Markov Games.

Yangang Ren, Yao Lyu, Wenxuan Wang, Shengbo Eben Li, Zeyang Li, Jingliang Duan

CoRR, 2022

2021

Recurrent Model Predictive Control.

Zhengyu Liu, Jingliang Duan, Wenxuan Wang, Shengbo Eben Li, Yuming Yin, Ziyu Lin, Qi Sun, Bo Cheng

CoRR, 2021