Better Exploration with Optimistic Actor-Critic

Kamil Ciosek, Quan Vuong, Robert Loftin +1

Actor-critic methods, a type of model-free Reinforcement Learning, have been successfully applied to challenging tasks in continuous control, often achieving state-of-the art perfo…