Siying Wang - Publications, H-index & Citations

Siying Wang

tsinghua university

4H指数

20论文数

53被引数

收录论文 10

发表时间

Threshold of surface code under nearest-neighbor correlated errors via an exact statistical mechanical mapping 通过精确的统计机械映射在最近邻相关误差下的表面代码阈值

npj Quantum Information

IF8.3

2026-05-23

OAAI

SiYing Wang; ZhiXin Xia; Yue Yan; Xiang-Bin Wang

Multi-agent contrastive exploration via value decomposition discrepancy 多智能体对比探索：基于价值分解差异

Neural Networks

IF6.3

2026-04-06

PREAI

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

QuadQ: Quadratic-Based Value Decomposition for Cooperative Policy Optimization in Multi-Agent Reinforcement Learning QuadQ：基于二次函数的价值分解方法，用于多智能体强化学习中的合作策略优化

IEEE/CAA Journal of Automatica Sinica

IF0

2026-04-01

PREAI

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

Double distillation network for multi-agent reinforcement learning 多智能体强化学习中的双蒸馏网络

Neurocomputing

IF6.5

2026-03-23

PREAI

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

Analysis of key drivers and scenario simulation for carbon emissions in regional service industries: An integrated hybrid machine learning model—A case study of Sichuan Province, China 区域服务业碳排放在关键驱动力分析及情景模拟：集成混合机器学习模型——以中国四川省为例

Environment, Development and Sustainability

IF0

2025-11-10

PREAI

Xin Liu; Siying Wang; Tingting Feng; Yue Zhao; Jie Liu; Fangfang Shi; Ranbo Zhang; Qiyuan Deng

Inhibiting Error Exacerbation in Offline Reinforcement Learning With Data Sparsity 在数据稀疏情况下抑制离线强化学习中的错误加剧

IEEE Transactions on Neural Networks and Learning Systems

IF8.9

2025-10-09

PREAI

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

Enhancing collaboration in multi-agent reinforcement learning with correlated trajectories

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-12-01

PREAI

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

QDAP: Downsizing adaptive policy for cooperative multi-agent reinforcement learning QDAP: 协作多智能体强化学习的精简自适应策略

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-06-01

PREAI

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

State Augmentation via Self-Supervision in Offline Multiagent Reinforcement Learning

IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS

IF4.9

2024-06-01

PREAI

Wang, Siying; Li, Xiaodie; Qu, Hong; Chen, Wenyu

Regularization-Adapted Anderson Acceleration for multi-agent reinforcement learning

KNOWLEDGE-BASED SYSTEMS

IF7.6

2023-09-01

PREAI

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

研究方向