Songyi Liu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 4

Top Topics

Resource Management

Function Approximation

Reinforcement Learning

Top Venues

IEEE Internet Things J.

IEEE Wirel. Commun. Lett.

Publications

Songyi Liu, Yuhua Xu, Guoxin Li, Yifan Xu, Xiaokai Zhang, Fanglin Gu, Wenfeng Ma, Taoyi Chen
Multidimensional Resource Management for Distributed MEC Networks in Jamming Environment: A Hierarchical DRL Approach. IEEE Internet Things J. 11 (9) (2024)
Songyi Liu, Yuhua Xu, Yifan Xu, Guoxin Li, Xiaokai Zhang, Wenfeng Ma, Taoyi Chen
Fight Against Intelligent Reactive Jammer in MEC Networks: A Hierarchical Reinforcement Learning-Based Hybrid Hidden Strategy. IEEE Wirel. Commun. Lett. 13 (4) (2024)
Songyi Liu, Wen Li, Li Cui, Xin Liu, Xueqiang Chen, Runfeng Chen, Yangyang Li, Yuhua Xu
Flexible Channel Access Against Unknown Dynamic Jamming Attack: A Reinforcement Learning Approach. ICCC (2023)
Songyi Liu, Yifan Xu, Xueqiang Chen, Ximing Wang, Meng Wang, Wen Li, Yangyang Li, Yuhua Xu
Pattern-Aware Intelligent Anti-Jamming Communication: A Sequential Deep Reinforcement Learning Approach. IEEE Access 7 (2019)