Hierarchical reinforcement learning for efficient exploration and transfer

Lorenzo Steccanella, Simone Totaro, Damien Allonsius +1

Sparse-reward domains are challenging for reinforcement learning algorithms since significant exploration is needed before encountering reward for the first time. Hierarchical rein…