Haoran Huan

Robot Generating Data for Learning Generalizable Visual Robotic Manipulation

It has been a popular trend in AI to pretrain foundation models on massive data. However, collecting sufficient offline training trajectories for robot learning is particularly expensive since valid control actions are required. Therefore, most existing robotic datasets are collected from human expe…