Learning more skills through optimistic exploration

DJ Strouse, Kate Baumli, David Warde-Farley +2

Unsupervised skill learning objectives (Gregor et al., 2016, Eysenbach et al., 2018) allow agents to learn rich repertoires of behavior in the absence of extrinsic rewards. They wo…