One for All, All for One: Coordinated Multi-Agent Diffusion Steering via Stochastic Optimal Control
This framework, Coordinated Multi-Agent Diffusion Steering (CMDS), treats frozen pretrained diffusion models as reusable generative primitives and coordinates their reverse processes through a learned control, forming coordination as a stochastic optimal control problem.