Fighting Uncertainty with Gradients: Offline Reinforcement Learning via Diffusion Score Matching

H. J. Terry Suh, Glen Chou, Hongkai Dai +3

Gradient-based methods enable efficient search capabilities in high dimensions. However, in order to apply them effectively in offline optimization paradigms such as offline Reinfo…