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2020 – today
- 2024
[j2]Jing Ren
, Jiangong Zheng, Xiaotong Guo, Tongyu Song, Xiong Wang, Sheng Wang, Wei Zhang:
MeFi: Mean Field Reinforcement Learning for Cooperative Routing in Wireless Sensor Network. IEEE Internet Things J. 11(1): 995-1011 (2024)- [c4]Jianxin Liao, Chao Sun, Jiangong Zheng, Xiaotong Guo, Tongyu Song, Jing Ren, Xiong Wang, Shizhong Xu, Sheng Wang:
Multi - Agent Reinforcement Learning for Backscattering Data Collection in Multi-UAV IoT. ICC 2024: 1576-1581 - 2023
- [j1]Xiaotong Guo, Jing Ren, Jiangong Zheng, Jianxin Li, Chao Sun, Hongxi Zhu, Tongyu Song, Sheng Wang, Wei Wang:
Automated Penetration Testing with Fine-Grained Control through Deep Reinforcement Learning. J. Commun. Inf. Networks 8(3): 212-220 (2023) - [c3]Chao Sun, Jianxin Liao, Jiangong Zheng, Xiaotong Guo, Tongyu Song, Jing Ren, Ping Zhang, Yongjie Nie, Siyang Liu:
ADAPTER: A DRL-Based Approach to Tune Routing in WSNs. INFOCOM Workshops 2023: 1-6 - 2022
- [c2]Jiangong Zheng, Xiaotong Guo, Jianxin Liao, Chao Sun, Tongyu Song, Jing Ren, Ping Zhang, Siyang Liu:
MARTO: A Multi-agent Deep Reinforcement Learning Based Online Topology Optimization Scheme for Wireless Sensor Network. ICCT 2022: 817-823 - [c1]Jianxin Li, Chao Sun, Jiangong Zheng, Xiaotong Guo, Tongyu Song, Jing Ren, Ping Zhang, Siyang Liu:
DRED: A DRL-Based Energy-Efficient Data Collection Scheme for UAV-Assisted WSNs. ICCT 2022: 846-851
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