Wenzhang Liu

14 papers C 1Journal 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
A decomposition-based constrained multi-objective optimization algorithm with dynamic resource reallocation guided by niche classification.
Swarm Evol. Comput.
Rui Yang, Minggang Dong, Wenzhang Liu
2026 J jnl
Enhancing Consumer UAV Autonomy: An Entropy-Augmented Deep Reinforcement Learning for Autonomous Navigation in Dense Obstacle Environments.
IEEE Trans. Consumer Electron.
Lu Ren, Zhuoran Shi, Qingchen Liu, Wenzhang Liu, Changyin Sun
2025 J jnl
AUV Collision Avoidance Strategy Based on Fuzzy Reinforcement Learning.
IEEE Trans. Intell. Veh.
Xiang Cao, Jing Peng, Wenzhang Liu, Lu Ren, Changyin Sun
2025 J jnl
Deep Reinforcement Learning for UAV Indoor Navigation Through Task Decomposition.
IEEE CAA J. Autom. Sinica
Lu Ren, Zelong Fang, Wenzhang Liu, Chaoxu Mu, Changyin Sun
2025 J jnl
Intrinsic plasticity coding improved spiking actor network for reinforcement learning.
Neural Networks
Xingyue Liang, Qiaoyun Wu, Wenzhang Liu, Yun Zhou, Chunyu Tan, Hongfu Yin, Changyin Sun
2025 J jnl
ODF based deep learning network for unsupervised deformable diffusion resonance image registration (ODDRnet).
NeuroImage
Mengyao Li, Jieying Zhang, Baogui Zhang, Kai Liu, Qing Li, Peipeng Liang, Wenzhang Liu, Tianyi Qian
2025 J jnl
Reducing Action Space for Deep Reinforcement Learning via Causal Effect Estimation.
CoRR
Wenzhang Liu, Lianjun Jin, Lu Ren, Chaoxu Mu, Changyin Sun
2024 J jnl
Discovering Latent Variables for the Tasks With Confounders in Multi-Agent Reinforcement Learning.
IEEE CAA J. Autom. Sinica
Kun Jiang, Wenzhang Liu, Yuanda Wang, Lu Dong, Changyin Sun
2024 J jnl
Underwater Target Capture Based on Heterogeneous Unmanned System Collaboration.
IEEE Trans. Intell. Veh.
Xiang Cao, Wenzhang Liu, Lu Ren
2023 J jnl
Credit assignment in heterogeneous multi-agent reinforcement learning for fully cooperative tasks.
Appl. Intell.
Kun Jiang, Wenzhang Liu, Yuanda Wang, Lu Dong, Changyin Sun
2023 J jnl
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library.
CoRR
Wenzhang Liu, Wenzhe Cai, Kun Jiang, Guangran Cheng, Yuanda Wang, Jiawei Wang, Jingyu Cao, Lele Xu, Chaoxu Mu, Changyin Sun
2022 J jnl
Efficient Exploration for Multi-Agent Reinforcement Learning via Transferable Successor Features.
IEEE CAA J. Autom. Sinica
Wenzhang Liu, Lu Dong, Dan Niu, Changyin Sun
2021 J jnl
Reinforcement Learning With Task Decomposition for Cooperative Multiagent Systems.
IEEE Trans. Neural Networks Learn. Syst.
Changyin Sun, Wenzhang Liu, Lu Dong
2018 C conf
A Broad Neural Network Structure for Class Incremental Learning.
ISNN
Wenzhang Liu, Haiqin Yang, Yuewen Sun, Changyin Sun