How Far I'll Go: Offline Goal-Conditioned Reinforcement Learning via $f$-Advantage Regression

Yecheng Jason Ma, Jason Yan, Dinesh Jayaraman +1

Offline goal-conditioned reinforcement learning (GCRL) promises general-purpose skill learning in the form of reaching diverse goals from purely offline datasets. We propose $\text…