eda9523faa5e7191aee1c2eaff669716-Paper-Conference.pdf

Though promising results have been reported on some RL application domains, policies learned with such representations usually fail to generalize well in a complex environment because minimizing a reconstruction loss may potentially introduce local (visual) features with task-irrelevant information.