Kyowoon Lee

Refining Diffusion Planner for Reliable Behavior Synthesis by Automatic Detection of Infeasible Plans

2023 · arXiv (Cornell University)

Diffusion-based planning has shown promising results in long-horizon, sparse-reward tasks by training trajectory diffusion models and conditioning the sampled trajectories using auxiliary guidance functions. However, due to their nature as generative models, diffusion models are …