Offline-to-online Reinforcement Learning for Image-based Grasping with Scarce Demonstrations

Bryan Chan, Anson Leung, James Bergstra

Offline-to-online reinforcement learning (O2O RL) aims to obtain a continually improving policy as it interacts with the environment, while ensuring the initial policy behaviour is…