Deep Generative Models for Offline Policy Learning: Tutorial, Survey, and Perspectives on Future Directions

Jiayu Chen, Bhargav Ganguly, Yang Xu +3

Deep generative models (DGMs) have demonstrated great success across various domains, particularly in generating texts, images, and videos using models trained from offline data. S…