2025
Graph Diffusion for Robust Multi-Agent Coordination
ICML 2025spotlight
Offline multi-agent reinforcement learning (MARL) struggles to estimate out-of-distribution states and actions due to the absence of real-time environmental feedback. While diffusion models show promise in addressing these challenges, their application primarily focuses on independently diffusing th…