A Recipe for Unbounded Data Augmentation in Visual Reinforcement Learning

Abdulaziz Almuzairee, Nicklas Hansen, Henrik I. Christensen

Q-learning algorithms are appealing for real-world applications due to their data-efficiency, but they are very prone to overfitting and training instabilities when trained from vi…