Hierarchical Reinforcement Learning with Hindsight

Andrew Levy, Robert Platt, Kate Saenko

Reinforcement Learning (RL) algorithms can suffer from poor sample efficiency when rewards are delayed and sparse. We introduce a solution that enables agents to learn temporally e…