Optimistic critics can empower small actors

Olya Mastikhina, Dhruv Sreenivas, Pablo Samuel Castro

Actor-critic methods have been central to many of the recent advances in deep reinforcement learning. The most common approach is to use symmetric architectures, whereby both actor…