DRED: A DRL-Based Energy-Efficient Data Collection Scheme for UAV-Assisted WSNs. - Jianxin Li 001; Chao Sun; Jiangong Zheng; Xiaotong Guo; Tongyu Song; Jing Ren 002; Ping Zhang 003; Siyang Liu 004 (ICCT, 2022)

MARTO: A Multi-agent Deep Reinforcement Learning Based Online Topology Optimization Scheme for Wireless Sensor Network. - Jiangong Zheng; Xiaotong Guo; Jianxin Liao; Chao Sun; Tongyu Song; Jing Ren 002; Ping Zhang 003; Siyang Liu 004 (ICCT, 2022)

ADAPTER: A DRL-Based Approach to Tune Routing in WSNs. - Chao Sun; Jianxin Liao; Jiangong Zheng; Xiaotong Guo; Tongyu Song; Jing Ren 002; Ping Zhang 003; Yongjie Nie; Siyang Liu 004 (INFOCOM Workshops, 2023)

Automated Penetration Testing with Fine-Grained Control through Deep Reinforcement Learning. - Xiaotong Guo; Jing Ren 002; Jiangong Zheng; Jianxin Li 001; Chao Sun; Hongxi Zhu; Tongyu Song; Sheng Wang 006; Wei Wang 171 (J. Commun. Inf. Networks, 2023)

Multi - Agent Reinforcement Learning for Backscattering Data Collection in Multi-UAV IoT. - Jianxin Liao; Chao Sun; Jiangong Zheng; Xiaotong Guo; Tongyu Song; Jing Ren 002; Xiong Wang 001; Shizhong Xu; Sheng Wang 006 (ICC, 2024)

MeFi: Mean Field Reinforcement Learning for Cooperative Routing in Wireless Sensor Network. - Jing Ren 002; Jiangong Zheng; Xiaotong Guo; Tongyu Song; Xiong Wang 001; Sheng Wang 006; Wei Zhang 001 (IEEE Internet Things J., 2024)