Computation Offloading for Workflow in Mobile Edge Computing Based on Deep Q-Learning. - Anqi Zhu; Songtao Guo; Mingfang Ma; Hao Feng; Bei Liu 002; Xin Su 001; Minghong Guo; Qiucen Jiang (WOCC, 2019)

A Resource Allocation Algorithm Based on Overall User Satisfaction of Internet of Things. - Anqi Zhu; Songtao Guo; Mingfang Ma; Hao Feng; Bei Liu 002; Xin Su 001; Qiucen Jiang (WOCC, 2019)

Adaptive Multiservice Heterogeneous Network Selection Scheme in Mobile Edge Computing. - Anqi Zhu; Songtao Guo; Bei Liu 002; Mingfang Ma; Jing Yao; Xin Su 001 (IEEE Internet Things J., 2019)

i5GAccess: Nash Q-learning Based Multi-Service Edge Users Access in 5G Heterogeneous Networks. - Anqi Zhu; Songtao Guo; Mingfang Ma (IWQoS, 2020)

Heterogeneous network selection algorithm for novel 5G services based on evolutionary game. - Mingfang Ma; Anqi Zhu; Songtao Guo; Xiaoqian Wang 004; Bei Liu 002; Xin Su 001 (IET Commun., 2020)

Intelligent Network Selection Algorithm for Multiservice Users in 5G Heterogeneous Network System: Nash Q-Learning Method. - Mingfang Ma; Anqi Zhu; Songtao Guo; Yuanyuan Yang 001 (IEEE Internet Things J., 2021)

Adaptive Multi-Access Algorithm for Multi-Service Edge Users in 5G Ultra-Dense Heterogeneous Networks. - Anqi Zhu; Mingfang Ma; Songtao Guo; Shui Yu 001; Lin Yi (IEEE Trans. Veh. Technol., 2021)

Adaptive Access Selection Algorithm for Multi-Service in 5G Heterogeneous Internet of Things. - Anqi Zhu; Mingfang Ma; Songtao Guo; Yuanyuan Yang 001 (IEEE Trans. Netw. Sci. Eng., 2022)

Game-theoretic robotic offloading via multi-agent learning for agricultural applications in heterogeneous networks. - Anqi Zhu; Zhiwen Zeng; Songtao Guo; Huimin Lu 002; Mingfang Ma; Zongtan Zhou (Comput. Electron. Agric., 2023)

SyRoC: Symbiotic robotics for QoS-aware heterogeneous applications in IoT-edge-cloud computing paradigm. - Anqi Zhu; Huimin Lu 002; Songtao Guo; Zhiwen Zeng; Mingfang Ma; Zongtan Zhou (Future Gener. Comput. Syst., 2024)

Cloud-Edge Framework for AoI-Efficient Data Processing in Multi-UAV-Assisted Sensor Networks. - Mingfang Ma; Zhengming Wang; Songtao Guo; Huimin Lu 002 (IEEE Internet Things J., 2024)