2026
Accelerating Diffusion Planners in Offline RL via Reward-Aware Consistency Trajectory Distillation
ICLR 2026poster
Although diffusion models have achieved strong results in decision-making tasks, their slow inference speed remains a key limitation. While consistency models offer a potential solution, existing applications to decision-making either struggle with suboptimal demonstrations under behavior cloning or…