Wenzhang Liu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 6

Top Topics

Credit Assignment

Neural Network Structure

Reinforcement Learning

Top Venues

IEEE CAA J. Autom. Sinica

IEEE Trans. Neural Networks Learn. Syst.

Publications

Kun Jiang, Wenzhang Liu, Yuanda Wang, Lu Dong, Changyin Sun
Discovering Latent Variables for the Tasks With Confounders in Multi-Agent Reinforcement Learning. IEEE CAA J. Autom. Sinica 11 (7) (2024)
Kun Jiang, Wenzhang Liu, Yuanda Wang, Lu Dong, Changyin Sun
Credit assignment in heterogeneous multi-agent reinforcement learning for fully cooperative tasks. Appl. Intell. 53 (23) (2023)
Wenzhang Liu, Wenzhe Cai, Kun Jiang, Guangran Cheng, Yuanda Wang, Jiawei Wang, Jingyu Cao, Lele Xu, Chaoxu Mu, Changyin Sun
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library. CoRR (2023)
Wenzhang Liu, Lu Dong, Dan Niu, Changyin Sun
Efficient Exploration for Multi-Agent Reinforcement Learning via Transferable Successor Features. IEEE CAA J. Autom. Sinica 9 (9) (2022)
Changyin Sun, Wenzhang Liu, Lu Dong
Reinforcement Learning With Task Decomposition for Cooperative Multiagent Systems. IEEE Trans. Neural Networks Learn. Syst. 32 (5) (2021)
Wenzhang Liu, Haiqin Yang, Yuewen Sun, Changyin Sun
A Broad Neural Network Structure for Class Incremental Learning. ISNN (2018)