Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery

Felix Chalumeau, Raphael Boige, Bryan Lim +5

Deep Reinforcement Learning (RL) has emerged as a powerful paradigm for training neural policies to solve complex control tasks. However, these policies tend to be overfit to the e…