Siying Wang

16 papers A* 1Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Double distillation network for multi-agent reinforcement learning.
Neurocomputing
Yang Zhou, Siying Wang, Wenyu Chen, Ruoning Zhang, Zhitong Zhao, Zixuan Zhang, Zijun Ma
2026 J jnl
Inhibiting Error Exacerbation in Offline Reinforcement Learning With Data Sparsity.
IEEE Trans. Neural Networks Learn. Syst.
Fan Zhang, Malu Zhang, Wenyu Chen, Siying Wang, Xin Zhang, Jiayin Li, Yang Yang
2026 J jnl
QuadQ: Quadratic-Based Value Decomposition for Cooperative Policy Optimization in Multi-Agent Reinforcement Learning.
IEEE CAA J. Autom. Sinica
Siying Wang, Ruoning Zhang, Yang Zhou, Jinliang Shao, Yuhua Cheng
2025 J jnl
Double Distillation Network for Multi-Agent Reinforcement Learning.
CoRR
Yang Zhou, Siying Wang, Wenyu Chen, Ruoning Zhang, Zhitong Zhao, Zixuan Zhang
2025 J jnl
Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation.
CoRR
Siying Wang, Yang Zhou, Zhitong Zhao, Ruoning Zhang, Jinliang Shao, Wenyu Chen, Yuhua Cheng
2025 J jnl
Optimistic ε-Greedy Exploration for Cooperative Multi-Agent Reinforcement Learning.
CoRR
Ruoning Zhang, Siying Wang, Wenyu Chen, Yang Zhou, Zhitong Zhao, Zixuan Zhang, Ruijie Zhang
2025 J jnl
Sequence value decomposition transformer for cooperative multi-agent reinforcement learning.
Inf. Sci.
Zhitong Zhao, Ya Zhang, Wenyu Chen, Fan Zhang, Siying Wang, Yang Zhou
2025 J jnl
Toward Energy-Efficient Spike-Based Deep Reinforcement Learning With Temporal Coding.
IEEE Comput. Intell. Mag.
Malu Zhang, Shuai Wang, Jibin Wu, Wenjie Wei, Dehao Zhang, Zijian Zhou, Siying Wang, Fan Zhang, Yang Yang
2024 J jnl
Enhancing collaboration in multi-agent reinforcement learning with correlated trajectories.
Knowl. Based Syst.
Siying Wang, Hongfei Du, Yang Zhou, Zhitong Zhao, Ruoning Zhang, Wenyu Chen
2024 J jnl
QDAP: Downsizing adaptive policy for cooperative multi-agent reinforcement learning.
Knowl. Based Syst.
Zhitong Zhao, Ya Zhang, Siying Wang, Fan Zhang, Malu Zhang, Wenyu Chen
2024 J jnl
State Augmentation via Self-Supervision in Offline Multiagent Reinforcement Learning.
IEEE Trans. Cogn. Dev. Syst.
Siying Wang, Xiaodie Li, Hong Qu, Wenyu Chen
2023 J jnl
Regularization-Adapted Anderson Acceleration for multi-agent reinforcement learning.
Knowl. Based Syst.
Siying Wang, Wenyu Chen, Liwei Huang, Fan Zhang, Zhitong Zhao, Hong Qu
2022 — conf
Abbreviated Weighted Graph in Multi-Agent Reinforcement Learning.
PRICAI (1)
Siying Wang, Hongfei Du, Wenyu Chen, Hong Qu
2021 J jnl
A deep reinforcement learning-based method applied for solving multi-agent defense and attack problems.
Expert Syst. Appl.
Liwei Huang, Mingsheng Fu, Hong Qu, Siying Wang, Shangqian Hu
2019 A* conf
Multiple Partitions Aligned Clustering.
IJCAI
Zhao Kang, Zipeng Guo, Shudong Huang, Siying Wang, Wenyu Chen, Yuanzhang Su, Zenglin Xu
2019 J jnl
Multiple Partitions Aligned Clustering.
CoRR
Zhao Kang, Zipeng Guo, Shudong Huang, Siying Wang, Wenyu Chen, Yuanzhang Su, Zenglin Xu