SD2AIL: Adversarial Imitation Learning from Synthetic Demonstrations via Diffusion Models

Pengcheng Li, Qiang Fang, Tong Zhao +2

Adversarial Imitation Learning (AIL) is a dominant framework in imitation learning that infers rewards from expert demonstrations to guide policy optimization. Although providing m…