Option Discovery using Deep Skill Chaining

Akhil Bagaria, George Konidaris

Abstract: We present a new hierarchical reinforcement learning algorithm which can solve high-dimensional goal-oriented tasks more reliably than non-hierarchical agents and other state-of-the-art skill discovery techniques.