Realizable Abstractions: Near-Optimal Hierarchical Reinforcement Learning

Roberto Cipollone, Luca Iocchi, Matteo Leonetti

The main focus of Hierarchical Reinforcement Learning (HRL) is studying how large Markov Decision Processes (MDPs) can be more efficiently solved when addressed in a modular way, b…