Beyond Local Views: Global State Inference with Diffusion Models for Cooperative Multi-Agent Reinforcement Learning. - Zhiwei Xu 005; Hangyu Mao; Nianmin Zhang; Xin Xin 003; Pengjie Ren; Dapeng Li 001; Bin Zhang 052; Guoliang Fan; Zhumin Chen; Changwei Wang 001; Jiangjin Yin (CoRR, 2024)

Simultaneous Production Scheduling and Maintenance in Multi-Stage Production Systems: A Synergic Approach. - Yilan Shen; Nianmin Zhang; Xi Zhang 006; Leyuan Shi (IEEE Trans Autom. Sci. Eng., 2024)

A joint work package sizing and scheduling problem considering resource constraints with a look-ahead heterogeneous reinforcement learning method. - Nianmin Zhang; Xiao Li; Yao Gao (Int. J. Prod. Res., 2025)