Work in Progress: Temporally Extended Auxiliary Tasks

Craig Sherstan, Bilal Kartal, Pablo Hernandez-Leal +1

Predictive auxiliary tasks have been shown to improve performance in numerous reinforcement learning works, however, this effect is still not well understood. The primary purpose o…