Siying Wang

According to our database, Siying Wang authored at least 16 papers between 2019 and 2026.

Collaborative distances:

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

2026

Inhibiting Error Exacerbation in Offline Reinforcement Learning With Data Sparsity.

Fan Zhang, Malu Zhang, Wenyu Chen, Siying Wang, Xin Zhang, Jiayin Li, Yang Yang

IEEE Trans. Neural Networks Learn. Syst., March, 2026

QuadQ: Quadratic-Based Value Decomposition for Cooperative Policy Optimization in Multi-Agent Reinforcement Learning.

Siying Wang, Ruoning Zhang, Yang Zhou, Jinliang Shao, Yuhua Cheng

IEEE CAA J. Autom. Sinica, March, 2026

Multi-agent contrastive exploration via value decomposition discrepancy.

Siying Wang, Hongfei Du, Chiyu Cai, Yang Zhou, Wenyu Chen, Jinliang Shao, Yuhua Cheng

Neural Networks, 2026

Double distillation network for multi-agent reinforcement learning.

Yang Zhou, Siying Wang, Wenyu Chen, Ruoning Zhang, Zhitong Zhao, Zixuan Zhang, Zijun Ma

Neurocomputing, 2026

2025

Toward Energy-Efficient Spike-Based Deep Reinforcement Learning With Temporal Coding.

Malu Zhang, Shuai Wang, Jibin Wu, Wenjie Wei, Dehao Zhang, Zijian Zhou, Siying Wang, Fan Zhang, Yang Yang

IEEE Comput. Intell. Mag., May, 2025

Optimistic ε-Greedy Exploration for Cooperative Multi-Agent Reinforcement Learning.

Ruoning Zhang, Siying Wang, Wenyu Chen, Yang Zhou, Zhitong Zhao, Zixuan Zhang, Ruijie Zhang

CoRR, February, 2025

Double Distillation Network for Multi-Agent Reinforcement Learning.

Yang Zhou, Siying Wang, Wenyu Chen, Ruoning Zhang, Zhitong Zhao, Zixuan Zhang

CoRR, February, 2025

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation.

Siying Wang, Yang Zhou, Zhitong Zhao, Ruoning Zhang, Jinliang Shao, Wenyu Chen, Yuhua Cheng

CoRR, February, 2025

Sequence value decomposition transformer for cooperative multi-agent reinforcement learning.

Zhitong Zhao, Ya Zhang, Wenyu Chen, Fan Zhang, Siying Wang, Yang Zhou

Inf. Sci., 2025

2024

State Augmentation via Self-Supervision in Offline Multiagent Reinforcement Learning.

Siying Wang, Xiaodie Li, Hong Qu, Wenyu Chen

IEEE Trans. Cogn. Dev. Syst., June, 2024

QDAP: Downsizing adaptive policy for cooperative multi-agent reinforcement learning.

Zhitong Zhao, Ya Zhang, Siying Wang, Fan Zhang, Malu Zhang, Wenyu Chen

Knowl. Based Syst., 2024

Enhancing collaboration in multi-agent reinforcement learning with correlated trajectories.

Siying Wang, Hongfei Du, Yang Zhou, Zhitong Zhao, Ruoning Zhang, Wenyu Chen

Knowl. Based Syst., 2024

2023

Regularization-Adapted Anderson Acceleration for multi-agent reinforcement learning.

Siying Wang, Wenyu Chen, Liwei Huang, Fan Zhang, Zhitong Zhao, Hong Qu

Knowl. Based Syst., 2023

2022

Abbreviated Weighted Graph in Multi-Agent Reinforcement Learning.

Siying Wang, Hongfei Du, Wenyu Chen, Hong Qu

Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2022

2021

A deep reinforcement learning-based method applied for solving multi-agent defense and attack problems.

Liwei Huang, Mingsheng Fu, Hong Qu, Siying Wang, Shangqian Hu

Expert Syst. Appl., 2021

2019

Multiple Partitions Aligned Clustering.

Zhao Kang, Zipeng Guo, Shudong Huang, Siying Wang, Wenyu Chen, Yuanzhang Su, Zenglin Xu

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019