APART: Diverse Skill Discovery using All Pairs with Ascending Reward and DropouT

Hadar Schreiber Galler, Tom Zahavy, Guillaume Desjardins +1

We study diverse skill discovery in reward-free environments, aiming to discover all possible skills in simple grid-world environments where prior methods have struggled to succeed…