LEED: A Highly Efficient and Scalable LLM-Empowered Expert Demonstrations Framework for Multi-Agent Reinforcement Learning. - Tianyang Duan; Zongyuan Zhang; Songxiao Guo; Dong Huang 005; Yuanye Zhao; Zheng Lin 001; Zihan Fang; Dianxin Luan; Heming Cui; Yong Cui 001 (CoRR, 2025)

Sample Efficient Experience Replay in Non-stationary Environments. - Tianyang Duan; Zongyuan Zhang; Songxiao Guo; Yuanye Zhao; Zheng Lin 001; Zihan Fang; Yi Liu 067; Dianxin Luan; Dong Huang 005; Heming Cui; Yong Cui 001 (CoRR, 2025)