Automatic formation of the structure of abstract machines in hierarchical reinforcement learning with state clustering

Aleksandr I. Panov, Aleksey Skrynnik

We introduce a new approach to hierarchy formation and task decomposition in hierarchical reinforcement learning. Our method is based on the Hierarchy Of Abstract Machines (HAM) fr…