Reinforcement learning-based energy efficiency optimization for RIS-Assisted UAV hybrid uplink and downlink system

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 30K citations

Computing, Computer Science, Artificial Intelligence +8

Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks

IEEE Transactions on Mobile Computing · 2019 · 991 citations · Full text

Computing, Computer Science, Computer Systems +14

Reconfigurable Intelligent Surface Assisted UAV Communication: Joint Trajectory Design and Passive Beamforming

Sixian Li, Bin Duo, Xiaojun Yuan et al. · IEEE Wireless Communications Letters · 2020 · 700 citations · Full text

Engineering, Aerospace Engineering, Electrical Engineering +13

Robust Secure UAV Communications With the Aid of Reconfigurable Intelligent Surfaces

Sixian Li, Bin Duo, Marco Di Renzo et al. · IEEE Transactions on Wireless Communications · 2021 · 256 citations · Full text

Engineering, Aerospace Engineering, Computer Science +15

3D-Trajectory and Phase-Shift Design for RIS-Assisted UAV Systems Using Deep Reinforcement Learning

Haibo Mei, Kun Yang, Qiang Liu et al. · IEEE Transactions on Vehicular Technology · 2022 · 180 citations

Computing, Aerospace Engineering, Computer Science +17