Offline Policy Learning via Skill-step Abstraction for Long-horizon Goal-Conditioned Tasks

Donghoon Kim, Minjong Yoo, Honguk Woo

Goal-conditioned (GC) policy learning often faces a challenge arising from the sparsity of rewards, when confronting long-horizon goals. To address the challenge, we explore skill-…