Unifying Goal-Conditioned RL and Unsupervised Skill Learning via Control-Maximization

Alireza Modirshanechi, Benjamin Eysenbach, Peter Dayan +1

Unsupervised pretraining has driven empirical advances in goal-conditioned reinforcement learning (GCRL), but its theoretical foundations remain poorly understood. In particular, a…