Higher Resolution, Better Generalization: Unlocking Visual Scaling in Deep Reinforcement Learning

Raphael Trumpp, Ömer Veysel Çağatan, Barış Akgün +1

Pixel-based deep reinforcement learning agents are typically trained on heavily downsampled visual observations, a convention inherited from early benchmarks rather than grounded i…