Hierarchical Imitation and Reinforcement Learning

Hoang M. Le, Nan Jiang, Alekh Agarwal +3

We study how to effectively leverage expert feedback to learn sequential decision-making policies. We focus on problems with sparse rewards and long time horizons, which typically…