Hao Luo*

Pre-trained Visual Dynamics Representations for Efficient Policy Learning

"Pre-training for Reinforcement Learning (RL) with purely video data is a valuable yet challenging problem. Although in-the-wild videos are readily available and inhere a vast amount of prior world knowledge, the absence of action annotations and the common domain gap with downstream tasks hinder ut…