32 citations · 56 across the 3 of their papers we have counts for
3 papers
eess.SP2018★ 17 cited
UAV-Aided Cellular Communications with Deep Reinforcement Learning Against Jamming
Xiaozhen Lu, Liang Xiao, Canhuang Dai +1
Cellular systems are vulnerable to jamming attacks, especially smart jammers that choose their jamming policies such as the jamming channel frequencies and power based on the ongoi…
eess.SY2018★ 32 cited
Reinforcement Learning-based Energy Trading for Microgrids
Liang Xiao, Xingyu Xiao, Canhuang Dai +3
With the time-varying renewable energy generation and power demand, microgrids (MGs) exchange energy in smart grids to reduce their dependence on power plants. In this paper, we fo…
cs.CR2018★ 7 cited
Security in Mobile Edge Caching with Reinforcement Learning
Liang Xiao, Xiaoyue Wan, Canhuang Dai +3
Mobile edge computing usually uses cache to support multimedia contents in 5G mobile Internet to reduce the computing overhead and latency. Mobile edge caching (MEC) systems are vu…