Mean-Field Diffuser: Scaling Offline MARL to Thousands of Agents

Wenhao Li, Xiangfeng Wang, Bo Jin

Diffusion-based planning has achieved strong results in single-agent offline reinforcement learning, yet scaling to many-agent systems remains intractable due to the curse of dimen…