Evolved Policy Gradients

Rein Houthooft, Richard Y. Chen, Phillip Isola +4

We propose a metalearning approach for learning gradient-based reinforcement learning (RL) algorithms. The idea is to evolve a differentiable loss function, such that an agent, whi…