On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning

Hojoon Lee, Koanho Lee, Dongyoon Hwang +3

Recently, unsupervised representation learning (URL) has improved the sample efficiency of Reinforcement Learning (RL) by pretraining a model from a large unlabeled dataset. The un…