Zih-Yi Liu

Cell-Free XL-MIMO Meets Multi-Agent Reinforcement Learning: Architectures, Challenges, and Future Directions

D. Niyato, Bo Ai, Jiayi Zhang, 2023, ArXiv.

Uplink Power Control for Extremely Large-Scale MIMO with Multi-Agent Reinforcement Learning and Fuzzy Logic

Jiayi Zhang, Bo Ai, Huahua Xiao, 2023, IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).

Antenna Selection of Cell-Free XL-MIMO Systems with Multi-Agent Reinforcement Learning

Zhilong Liu, Zih-Yi Liu, Jiayi Zhang, 2023, 2023 International Conference on Ubiquitous Communication (Ucom).

Joint Cooperative Clustering and Power Control for Energy-Efficient Cell-Free XL-MIMO with Multi-Agent Reinforcement Learning

Zhilong Liu, D. W. K. Ng, Zih-Yi Liu, 2024, IEEE Transactions on Communications.

Multi-Agent Reinforcement Learning-Based Joint Precoding and Phase Shift Optimization for RIS-Aided Cell-Free Massive MIMO Systems

Enyu Shi, Zih-Yi Liu, Jiayi Zhang, 2024, IEEE Transactions on Vehicular Technology.

Graph Neural Network Meets Multi-Agent Reinforcement Learning: Fundamentals, Applications, and Future Directions

D. Niyato, Enyu Shi, Zhilong Liu, 2024, ArXiv.

Double-Layer Power Control for Mobile Cell-Free XL-MIMO With Multi-Agent Reinforcement Learning

Huahua Xiao, Zhilong Liu, Zih-Yi Liu, 2023, IEEE Transactions on Wireless Communications.

Cell-Free XL-MIMO Meets Multi-Agent Reinforcement Learning: Architectures, Challenges, and Future Directions

D. Niyato, Bo Ai, Jiayi Zhang, 2023, IEEE Wireless Communications.

Cooperative Multi-Target Positioning for Cell-Free Massive MIMO with Multi-Agent Reinforcement Learning

Derrick Wing Kwan Ng, Enyu Shi, Zih-Yi Liu, 2024, IEEE Transactions on Wireless Communications.