Guiding Online Reinforcement Learning with Action-Free Offline Pretraining

Deyao Zhu, Yuhui Wang, Jürgen Schmidhuber +1

Offline RL methods have been shown to reduce the need for environment interaction by training agents using offline collected episodes. However, these methods typically require acti…