4 citations · 9 across the 3 of their papers we have counts for
3 papers
cs.LG2019★ 2 cited
Deep Reinforcement Learning with Discrete Normalized Advantage Functions for Resource Management in Network Slicing
Chen Qi, Yuxiu Hua, Rongpeng Li +2
Network slicing promises to provision diversified services with distinct requirements in one infrastructure. Deep reinforcement learning (e.g., deep -learning, DQL) is…
cs.NE2018★ 3 cited
Deep Learning with Long Short-Term Memory for Time Series Prediction
Yuxiu Hua, Zhifeng Zhao, Rongpeng Li +3
Time series prediction can be generalized as a process that extracts useful information from historical records and then determines future values. Learning long-range dependencies…
cs.NI2017★ 4 cited
Traffic Prediction Based on Random Connectivity in Deep Learning with Long Short-Term Memory
Yuxiu Hua, Zhifeng Zhao, Rongpeng Li +3
Traffic prediction plays an important role in evaluating the performance of telecommunication networks and attracts intense research interests. A significant number of algorithms a…