Diffusion Model

Diffusion Model-Augmented Behavioral Cloning

This work aims to augment BC by employing diffusion models for modeling expert behaviors, and designing a learning objective that …

Diffusion Rewards Guided Adversarial Imitation Learning

Inspired by the recent dominance of diffusion models in generative modeling, this work proposes diffusion rewards guided …