Flattening Hierarchies with Policy Bootstrapping

TL;DR

Offline goal-conditioned reinforcement learning (GCRL) is a promising approach for pretraining generalist policies on large datasets of reward-free trajectories, akin to the self-supervised objectives…

Opening excerpt from the authors’ abstract. source