2023
Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive Q-Functions
CoRL 2023poster
In this work, we present a scalable reinforcement learning method for training multi-task policies from large offline datasets that can leverage both human demonstrations and autonomously collected data. Our method uses a Transformer to provide a scalable representation for Q-functions trained via o…