Yongjae Shin

DiscoDemo: Discovering Efficient and Diverse Robot Demonstrations for Imitation Learning

Behavior cloning for robotic manipulation is highly sensitive to the coverage of its training data, yet collecting diverse successful demonstrations remains costly. We study reinforcement learning (RL) not as a deployable controller, but as a data generator for downstream visuomotor imitation learning. Our key premise...