Weijia Cai

VIRL: Self-Supervised Visual Graph Inverse Reinforcement Learning

Learning dense reward functions from unlabeled videos for reinforcement learning exhibits scalability due to the vast diversity and quantity of video resources. Recent works use visual features or graph abstractions in videos to measure task progress as rewards, which either deteriorate in unseen do…