Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management. - Yuandong Ding; Mingxiao Feng; Guozi Liu; Wei Jiang 024; Chuheng Zhang; Li Zhao 007; Lei Song 001; Houqiang Li; Yan Jin 005; Jiang Bian 002 (CoRR, 2022)

A Versatile Multi-Agent Reinforcement Learning Benchmark for Inventory Management. - Xianliang Yang; Zhihao Liu; Wei Jiang 024; Chuheng Zhang; Li Zhao 007; Lei Song 001; Jiang Bian 002 (CoRR, 2023)

Whittle Index with Multiple Actions and State Constraint for Inventory Management. - Chuheng Zhang; Xiangsen Wang; Wei Jiang 024; Xianliang Yang; Siwei Wang; Lei Song 001; Jiang Bian 002 (ICLR, 2024)

Knowing What Not to Do: Leverage Language Model Insights for Action Space Pruning in Multi-agent Reinforcement Learning. - Zhihao Liu; Xianliang Yang; Zichuan Liu; Yifan Xia; Wei Jiang 024; Yuanyu Zhang; Lijuan Li; Guoliang Fan; Lei Song 001; Jiang Bian 002 (Trans. Mach. Learn. Res., 2025)