Option Discovery in Hierarchical Reinforcement Learning using Spatio-Temporal Clustering

Aravind Srinivas, Ramnandan Krishnamurthy, Peeyush Kumar +1

This paper introduces an automated skill acquisition framework in reinforcement learning which involves identifying a hierarchical description of the given task in terms of abstrac…