rQdia: Regularizing Q-Value Distributions With Image Augmentation

Sam Lerman, Jing Bi

rQdia regularizes Q-value distributions with augmented images in pixel-based deep reinforcement learning. With a simple auxiliary loss, that equalizes these distributions via MSE,…