Enabling Option Learning in Sparse Rewards with Hindsight Experience Replay

Gabriel Romio, Mateus Begnini Melchiades, Bruno Castro da Silva +1

Hierarchical Reinforcement Learning (HRL) frameworks like Option-Critic (OC) and Multi-updates Option Critic (MOC) have introduced significant advancements in learning reusable opt…