Scaling Multi-Agent Environment Co-Design with Diffusion Models 事件

Scaling Multi-Agent Environment Co-Design with Diffusion Models arXiv:2511.03100v2 Announce Type: replace-cross Abstract: The agent-environment co-design paradigm jointly optimises agent policies and environment configurations in search of improved system performance. With application domains ranging from warehouse logistics to windfarm management, co-design promises to fundamentally change how we deploy multi-agent systems. However, current co-design methods struggle to scale. They collapse un