Don't Change the Algorithm, Change the Data: Exploratory Data for Offline Reinforcement Learning

Denis Yarats, David Brandfonbrener, Hao Liu +4

Recent progress in deep learning has relied on access to large and diverse datasets. Such data-driven progress has been less evident in offline reinforcement learning (RL), because…