Pre-trained Visual Representations Generalize Where it Matters in Model-Based Reinforcement Learning

Scott Jones, Liyou Zhou, Sebastian W. Pattinson

In visuomotor policy learning, the control policy for the robotic agent is derived directly from visual inputs. The typical approach, where a policy and vision encoder are trained…