Before revision:  We demonstrate that our approach can achieve SOTA performance on challenging visual control tasks  , even when the background is replaced with natural videos.
After revision:  We demonstrate that our approach can achieve SOTA performance on challenging visual control tasks on the DeepMind Control Suite , even when the background is replaced with natural videos.