Efficient Distributed Framework for Collaborative Multi-Agent Reinforcement Learning. - Shuhan Qi; Shuhao Zhang 009; Xiaohan Hou; Jiajia Zhang 001; Xuan Wang 002; Jing Xiao 006 (CoRR, 2022)

SVDE: Scalable Value-Decomposition Exploration for Cooperative Multi-Agent Reinforcement Learning. - Shuhan Qi; Shuhao Zhang 009; Qiang Wang 022; Jiajia Zhang 001; Jing Xiao 006; Xuan Wang 002 (CoRR, 2023)

Distributed scalable multi-agent reinforcement learning with intrinsic-episodic dual exploration. - Shuhan Qi; Shuhao Zhang 009; Qiang Wang 022; Jiajia Zhang 001; Xuan Wang 002 (Future Gener. Comput. Syst., 2026)