Hierarchical Reinforcement Learning in StarCraft II with Human Expertise in Subgoals Selection

Xinyi Xu, Tiancheng Huang, Pengfei Wei +2

This work is inspired by recent advances in hierarchical reinforcement learning (HRL) (Barto and Mahadevan 2003; Hengst 2010), and improvements in learning efficiency from heuristi…