Diffusion Policies for Out-of-Distribution Generalization in Offline Reinforcement Learning

Suzan Ece Ada, Erhan Oztop, Emre Ugur

Offline Reinforcement Learning (RL) methods leverage previous experiences to learn better policies than the behavior policy used for data collection. However, they face challenges…