Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning

Nat Dilokthanakul, Christos Kaplanis, Nick Pawlowski +1

The problem of sparse rewards is one of the hardest challenges in contemporary reinforcement learning. Hierarchical reinforcement learning (HRL) tackles this problem by using a set…