7 citations · 21 across the 6 of their papers we have counts for
6 papers
Distributed and Distribution-Robust Meta Reinforcement Learning (D2-RMRL) for Data Pre-storing and Routing in Cube Satellite Networks
Ye Hu, Xiaodong Wang, Walid Saad
In this paper, the problem of data pre-storing and routing in dynamic, resource-constrained cube satellite networks is studied. In such a network, each cube satellite delivers requ…
Learning from Images: Proactive Caching with Parallel Convolutional Neural Networks
Yantong Wang, Ye Hu, Zhaohui Yang +3
With the continuous trend of data explosion, delivering packets from data servers to end users causes increased stress on both the fronthaul and backhaul traffic of mobile networks…
Distributed Multi-agent Meta Learning for Trajectory Design in Wireless Drone Networks
Ye Hu, Mingzhe Chen, Walid Saad +2
In this paper, the problem of the trajectory design for a group of energy-constrained drones operating in dynamic wireless network environments is studied. In the considered model,…
Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks
Ye Hu, Mingzhe Chen, Walid Saad +2
In this paper, the design of an optimal trajectory for an energy-constrained drone operating in dynamic network environments is studied. In the considered model, a drone base stati…
Joint Access and Backhaul Resource Management in Satellite-Drone Networks: A Competitive Market Approach
Ye Hu, Mingzhe Chen, Walid Saad
In this paper, the problem of user association and resource allocation is studied for an integrated satellite-drone network (ISDN). In the considered model, drone base stations (DB…
Dynamic Psychological Game Theory for Secure Internet of Battlefield Things (IoBT) Systems
Ye Hu, Anibal Sanjab, Walid Saad
In this paper, a novel anti-jamming mechanism is proposed to analyze and enhance the security of adversarial Internet of Battlefield Things (IoBT) systems. In particular, the probl…