6 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.NI2021
Dynamic Channel Access via Meta-Reinforcement Learning
Ziyang Lu, M. Cenk Gursoy
In this paper, we address the channel access problem in a dynamic wireless environment via meta-reinforcement learning. Spectrum is a scarce resource in wireless communications, es…
cs.IT2021★ 6 cited
Dynamic Channel Access and Power Control in Wireless Interference Networks via Multi-Agent Deep Reinforcement Learning
Ziyang Lu, Chen Zhong, M. Cenk Gursoy
Due to the scarcity in the wireless spectrum and limited energy resources especially in mobile applications, efficient resource allocation strategies are critical in wireless netwo…