A Mixture of Surprises for Unsupervised Reinforcement Learning

Andrew Zhao, Matthieu Gaetan Lin, Yangguang Li +2

Unsupervised reinforcement learning aims at learning a generalist policy in a reward-free manner for fast adaptation to downstream tasks. Most of the existing methods propose to pr…