Rinu Boney

Adaptive Behavior Cloning Regularization for Stable Offline-to-Online Reinforcement Learning

2022

Offline reinforcement learning, by learning from a fixed dataset, makes it possible to learn agent behaviors without interacting with the environment. However, depending on the quality of the offline dataset, such pre-trained agents may have …