2026
Conditional Diffusion Model for Multi-Agent Dynamic Task Decomposition
AAAI 2026technical
Task decomposition has shown promise in complex cooperative multi-agent reinforcement learning (MARL) tasks, which enables efficient hierarchical learning for long-horizon tasks in dynamic and uncertain environments. However, learning dynamic task decomposition from scratch generally requires a larg