Zian Jang

HorizonFlow: Variable-Length Planning for Offline Goal-Conditioned RL

Recent advances in generative planning have made trajectory inpainting a promising approach to offline goal-conditioned reinforcement learning. However, these methods typically specify the planning horizon before generating plan content, even though the appropriate horizon depends on the route itself. A horizon that is...