Multiple Partitions Aligned Clustering. - Zhao Kang 001; Zipeng Guo; Shudong Huang; Siying Wang 002; Wenyu Chen 001; Yuanzhang Su; Zenglin Xu (IJCAI, 2019)

A deep reinforcement learning-based method applied for solving multi-agent defense and attack problems. - Liwei Huang; Mingsheng Fu; Hong Qu; Siying Wang 002; Shangqian Hu (Expert Syst. Appl., 2021)

Abbreviated Weighted Graph in Multi-Agent Reinforcement Learning. - Siying Wang 002; Hongfei Du; Wenyu Chen 001; Hong Qu (PRICAI (1), 2022)

Regularization-Adapted Anderson Acceleration for multi-agent reinforcement learning. - Siying Wang 002; Wenyu Chen 001; Liwei Huang; Fan Zhang 068; Zhitong Zhao; Hong Qu (Knowl. Based Syst., 2023)

Enhancing collaboration in multi-agent reinforcement learning with correlated trajectories. - Siying Wang 002; Hongfei Du; Yang Zhou; Zhitong Zhao; Ruoning Zhang; Wenyu Chen 001 (Knowl. Based Syst., 2024)

QDAP: Downsizing adaptive policy for cooperative multi-agent reinforcement learning. - Zhitong Zhao; Ya Zhang; Siying Wang 002; Fan Zhang 068; Malu Zhang; Wenyu Chen 001 (Knowl. Based Syst., 2024)

State Augmentation via Self-Supervision in Offline Multiagent Reinforcement Learning. - Siying Wang 002; Xiaodie Li; Hong Qu; Wenyu Chen 001 (IEEE Trans. Cogn. Dev. Syst., 2024)

Sequence value decomposition transformer for cooperative multi-agent reinforcement learning. - Zhitong Zhao; Ya Zhang; Wenyu Chen 001; Fan Zhang 068; Siying Wang 002; Yang Zhou (Inf. Sci., 2025)

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation. - Siying Wang 002; Yang Zhou; Zhitong Zhao; Ruoning Zhang; Jinliang Shao; Wenyu Chen 001; Yuhua Cheng 001 (CoRR, 2025)

Double Distillation Network for Multi-Agent Reinforcement Learning. - Yang Zhou; Siying Wang 002; Wenyu Chen 001; Ruoning Zhang; Zhitong Zhao; Zixuan Zhang (CoRR, 2025)

Optimistic ε-Greedy Exploration for Cooperative Multi-Agent Reinforcement Learning. - Ruoning Zhang; Siying Wang 002; Wenyu Chen 001; Yang Zhou; Zhitong Zhao; Zixuan Zhang; Ruijie Zhang (CoRR, 2025)

Toward Energy-Efficient Spike-Based Deep Reinforcement Learning With Temporal Coding. - Malu Zhang; Shuai Wang; Jibin Wu; Wenjie Wei; Dehao Zhang; Zijian Zhou 005; Siying Wang 002; Fan Zhang 068; Yang Yang 002 (IEEE Comput. Intell. Mag., 2025)