593 citations · 595 across the 2 of their papers we have counts for
2 papers
eess.SP2020★ 2 cited
Deep Reinforcement Learning for Joint Spectrum and Power Allocation in Cellular Networks
Yasar Sinan Nasir, Dongning Guo
A wireless network operator typically divides the radio spectrum it possesses into a number of subbands. In a cellular network those subbands are then reused in many cells. To miti…
eess.SP2018★ 593 cited
Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks
Yasar Sinan Nasir, Dongning Guo
This work demonstrates the potential of deep reinforcement learning techniques for transmit power control in wireless networks. Existing techniques typically find near-optimal powe…