Skill Discovery for Exploration and Planning using Deep Skill Graphs

Akhil Bagaria, Jason K. Senthil, George Konidaris

Abstract: We introduce a new skill-discovery algorithm that builds a discrete graph representation of large continuous MDPs, where nodes correspond to skill subgoals and the edges to skill policies. The agen...