Zhiyuan Xu

Experience-driven Networking: A Deep Reinforcement Learning based Approach

Zhiyuan Xu, Jian Tang, Jingsong Meng et al. · 2018 · 406 citations

Artificial Intelligence, Autonomous Network, Engineering +17

On consistency of the weighted geometric mean complex judgement matrix in AHP

Zhiyuan Xu · European Journal of Operational Research · 2000 · 385 citations

Mathematical Programming, Engineering, Uncertainty Quantification +6

Spatiotemporal modeling and prediction in cellular networks: A big data enabled deep learning approach

Jing Wang, Jian Tang, Zhiyuan Xu et al. · 2017 · 368 citations

Engineering, Machine Learning, Autoencoders +17

A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning

Ning Liu, Zhe Li, Jielong Xu et al. · 2017 · 275 citations

Hierarchical Framework, Engineering, Dynamic Resource Allocation +18

A deep reinforcement learning based framework for power-efficient resource allocation in cloud RANs

Zhiyuan Xu, Yanzhi Wang, Jian Tang et al. · 2017 · 275 citations

Engineering, Deep Reinforcement, Dynamic Resource Allocation +21