RoDiF: Robust Direct Fine-Tuning of Diffusion Policies with Corrupted Human Feedback

Amitesh Vatsa, Zhixian Xie, Wanxin Jin

Diffusion policies are a powerful paradigm for robotic control, but fine-tuning them with human preferences is fundamentally challenged by the multi-step structure of the denoising…