Decoupled Exploration and Exploitation Policies for Sample-Efficient Reinforcement Learning

William F. Whitney, Michael Bloesch, Jost Tobias Springenberg +3

Despite the close connection between exploration and sample efficiency, most state of the art reinforcement learning algorithms include no considerations for exploration beyond max…