Disentangling Recognition and Decision Regrets in Image-Based Reinforcement Learning

Alihan Hüyük, Arndt Ryo Koblitz, Atefeh Mohajeri +1

In image-based reinforcement learning (RL), policies usually operate in two steps: first extracting lower-dimensional features from raw images (the "recognition" step), and then ta…