Learning Functionally Decomposed Hierarchies for Continuous Control Tasks with Path Planning

Sammy Christen, Lukas Jendele, Emre Aksan +1

We present HiDe, a novel hierarchical reinforcement learning architecture that successfully solves long horizon control tasks and generalizes to unseen test scenarios. Functional d…