Efficient and Uncertainty-Aware Diffusion Framework for Offline-to-Online Reinforcement Learning

Ha Manh Bui, Metod Jazbec, Eric Nalisnick +1

Offline-to-Online Reinforcement Learning (O2O-RL) leverages an offline, pre-trained policy to minimize costly online interactions. Although data-efficient, O2O-RL is susceptible to…