Importance mixing: Improving sample reuse in evolutionary policy search methods

Aloïs Pourchot, Nicolas Perrin, Olivier Sigaud

Deep neuroevolution, that is evolutionary policy search methods based on deep neural networks, have recently emerged as a competitor to deep reinforcement learning algorithms due t…