JEPA Policy: Diffusion-Free Imitation Learning via Paired Action and Future Representation Prediction

Jie Xu, Kangjin Yu, Ziyi Jin +5

Standard behavior cloning supervises actions without explicitly constraining the future representation paired with each demonstrated action chunk. We introduce JEPA Policy, a diffu…