Ruikang Zhong

Multi-Agent Reinforcement Learning in NOMA-Aided UAV Networks for Cellular Offloading

Ruikang Zhong, Xiao Liu, Yuanwei Liu et al. · IEEE Transactions on Wireless Communications · 2021 · 115 citations

Multi-agent Reinforcement Learning, Uav Network, Engineering +18

AI Empowered RIS-Assisted NOMA Networks: Deep Learning or Reinforcement Learning?

Ruikang Zhong, Yuanwei Liu, Xidong Mu et al. · IEEE Journal on Selected Areas in Communications · 2021 · 99 citations

Artificial Intelligence, Cross-layer Optimization, Autonomous Network +17

Hybrid Reinforcement Learning for STAR-RISs: A Coupled Phase-Shift Model Based Beamformer

Ruikang Zhong, Yuanwei Liu, Xidong Mu et al. · IEEE Journal on Selected Areas in Communications · 2022 · 72 citations

Engineering, Deep Reinforcement Learning, Energy Management +10

Mobile Reconfigurable Intelligent Surfaces for NOMA Networks: Federated Learning Approaches

Ruikang Zhong, Xiao Liu, Yuanwei Liu et al. · IEEE Transactions on Wireless Communications · 2022 · 44 citations

Autonomous Network, Engineering, Federated Structure +16

STAR-RISs Assisted NOMA Networks: A Distributed Learning Approach

Ruikang Zhong, Xidong Mu, Yuanwei Liu et al. · IEEE Journal of Selected Topics in Signal Processing · 2023 · 21 citations

Partitioning Approach, Network Science, Engineering +14