Hierarchical Reinforcement Learning for Concurrent Discovery of Compound and Composable Policies

Domingo Esteban, Leonel Rozo, Darwin G. Caldwell

A common strategy to deal with the expensive reinforcement learning (RL) of complex tasks is to decompose them into a collection of subtasks that are usually simpler to learn as we…