Should We Ever Prefer Decision Transformer for Offline Reinforcement Learning?

Yumi Omori, Zixuan Dong, Keith Ross

In recent years, extensive work has explored the application of the Transformer architecture to reinforcement learning problems. Among these, Decision Transformer (DT) has gained p…