Hypothesis-Driven Skill Discovery for Hierarchical Deep Reinforcement Learning

Caleb Chuck, Supawit Chockchowwat, Scott Niekum

Deep reinforcement learning (DRL) is capable of learning high-performing policies on a variety of complex high-dimensional tasks, ranging from video games to robotic manipulation.…