242 citations · 278 across the 13 of their papers we have counts for
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eess.SP2021★ 2 cited
Path Planning for Cellular-Connected UAV: A DRL Solution with Quantum-Inspired Experience Replay
Yuanjian Li, A. Hamid Aghvami, Daoyi Dong
In cellular-connected unmanned aerial vehicle (UAV) network, a minimization problem on the weighted sum of time cost and expected outage duration is considered. Taking advantage of…
eess.SP2021★ 2 cited
Scalable Multi-agent Reinforcement Learning Algorithm for Wireless Networks
Fenghe Hu, Yansha Deng, A. Hamid Aghvami
Scalability is the key roadstone towards the application of cooperative intelligent algorithms in large-scale networks. Reinforcement learning (RL) is known as model-free and high…
eess.SP2021
Radio Resource Management for Cellular-Connected UAV: A Learning Approach
Yuanjian Li, A. Hamid Aghvami
Integrating unmanned aerial vehicles (UAVs) into existing cellular networks encounters lots of challenges, among which one of the most striking concerns is how to achieve harmoniou…