Reinforcement Learning in Computing and Network Convergence Orchestration

no code implementations • 22 Sep 2022 • Aidong Yang, Mohan Wu, Boquan Cheng, Xiaozhou Ye, Ye Ouyang

This paper enlightens the RL application on CNC orchestration.

reinforcement-learning Reinforcement Learning (RL) +1

Reinforcement Learning Assisted Beamforming for Inter-cell Interference Mitigation in 5G Massive MIMO Networks

no code implementations • 27 Jan 2021 • Aidong Yang, Xinlang Yue, Ye Ouyang

Beamforming is an essential technology in the 5G massive multiple-input-multiple-output (MMIMO) communications, which are subject to many impairments due to the nature of wireless transmission channel, i. e. the air.

Q-Learning reinforcement-learning +1

The Next Decade of Telecommunications Artificial Intelligence

no code implementations • 19 Jan 2021 • Ye Ouyang, Lilei Wang, Aidong Yang, Maulik Shah, David Belanger, Tongqing Gao, Leping Wei, Yaqin Zhang

It has been an exciting journey since the mobile communications and artificial intelligence were conceived 37 years and 64 years ago.

Management