Fast Population-Based Reinforcement Learning on a Single Machine

Arthur Flajolet, Claire Bizon Monroc, Karim Beguir, Thomas Pierrot

Abstract: Training populations of agents has demonstrated great promise in Reinforcement Learning for stabilizing training, improving exploration and asymptotic performance, and generating a diverse set of s...