André Correia

Hierarchical Decision Transformer

Sequence models in reinforcement learning require task knowledge to estimate the task policy. This paper presents the hierarchical decision transformer (HDT). HDT is a hierarchical behavior cloning algorithm that improves the performance of transformer methods in imitation learning, improving their…