Distributed Intelligence: A Verification for Multi-Agent DRL-Based Multibeam Satellite Resource Allocation. - Xianglai Liao; Xin Hu 006; Zhijun Liu; Shijun Ma; Lexi Xu; Xiuhua Li; Weidong Wang; Fadhel M. Ghannouchi (IEEE Commun. Lett., 2020)

Dynamic Beam Hopping Method Based on Multi-Objective Deep Reinforcement Learning for Next Generation Satellite Broadband Systems. - Xin Hu 006; Yuchen Zhang; Xianglai Liao; Zhijun Liu; Weidong Wang; Fadhel M. Ghannouchi (IEEE Trans. Broadcast., 2020)

Multi-Agent Deep Reinforcement Learning-Based Flexible Satellite Payload for Mobile Terminals. - Xin Hu 006; Xianglai Liao; Zhijun Liu; Shuaijun Liu; Xin Ding; Mohamed Helaoui; Weidong Wang; Fadhel M. Ghannouchi (IEEE Trans. Veh. Technol., 2020)

Deep Reinforcement Learning for Dynamic Bandwidth Allocation in Multi-Beam Satellite Systems. - Shijun Ma; Xin Hu 006; Xianglai Liao; Weidong Wang (ICCCS, 2021)