2018
Hierarchical Subtask Discovery with Non-Negative Matrix Factorization
ICLR 2018poster
Hierarchical reinforcement learning methods offer a powerful means of planning flexible behavior in complicated domains. However, learning an appropriate hierarchical decomposition of a domain into subtasks remains a substantial challenge. We present a novel algorithm for subtask discovery, based on…