3 papers
eess.SP2025
CPMamba: Selective State Space Models for MIMO Channel Prediction in High-Mobility Environments
Sheng Luo, Jiashu Xie, Yueling Che +4
Channel prediction is a key technology for improving the performance of various functions such as precoding, adaptive modulation, and resource allocation in MIMO-OFDM systems. Espe…
cs.LG2025
Population-Free Pareto Tracking for Sample-Efficient Multi-Policy MORL
Zeyu Zhao, Yueling Che, Kaichen Liu +2
Multi-objective reinforcement learning (MORL) is a fundamental framework for real-world decision-making problems involving multiple conflicting criteria. Existing multi-policy (MP)…
cs.NI2023
On Designing Multi-UAV aided Wireless Powered Dynamic Communication via Hierarchical Deep Reinforcement Learning
Ze Yu Zhao, Yue Ling Che, Sheng Luo +3
This paper proposes a novel design on the wireless powered communication network (WPCN) in dynamic environments under the assistance of multiple unmanned aerial vehicles (UAVs). Un…