Frustratingly Easy Regularization on Representation Can Boost Deep Reinforcement Learning

Qiang He, Huangyuan Su, Jieyu Zhang +1

Deep reinforcement learning (DRL) gives the promise that an agent learns good policy from high-dimensional information, whereas representation learning removes irrelevant and redun…