Deep Multi-Agent Reinforcement Learning for Resource Allocation in D2D Communication Underlaying Cellular Networks. - Xu Zhang 088; Ziqi Lin; Beichen Ding; Bo Gu 003; Yu Han 013 (APNOMS, 2020)

Deep Multiagent Reinforcement-Learning-Based Resource Allocation for Internet of Controllable Things. - Bo Gu 003; Xu Zhang 088; Ziqi Lin; Mamoun Alazab (IEEE Internet Things J., 2021)

Online Task Offloading in UDN: A Deep Reinforcement Learning Approach with Incomplete Information. - Ziqi Lin; Bo Gu 003; Xu Zhang 088; Difei Yi; Yu Han 013 (WCNC, 2022)

AI-Enabled Task Offloading for Improving Quality of Computational Experience in Ultra Dense Networks. - Bo Gu 003; Mamoun Alazab; Ziqi Lin; Xu Zhang 088; Jun Huang 002 (ACM Trans. Internet Techn., 2022)

Multiagent Reinforcement Learning with an Attention Mechanism for Improving Energy Efficiency in LoRa Networks. - Xu Zhang 088; Ziqi Lin; Shimin Gong; Bo Gu 003; Dusit Niyato (GLOBECOM, 2023)

Matching-Driven Deep Reinforcement Learning for Improving Energy Efficiency in LoRa Networks. - Ziqi Lin; Xu Zhang 088; Hai Chen; Lanhua Li; Shimin Gong; Bo Gu 003 (GLOBECOM, 2024)

Matching-Driven Deep Reinforcement Learning for Energy-Efficient Transmission Parameter Allocation in Multi-Gateway LoRa Networks. - Ziqi Lin; Xu Zhang 088; Shimin Gong; Lanhua Li; Zhou Su 001; Bo Gu 003 (IEEE Trans. Veh. Technol., 2025)