there are a few exceptions within most of them red matches fray meaning that with curl are elfin pixels can be almost as efficient as RL fringe state at least for these deep mind control tasks and here we'll look at you know a table of results you see in boldface the winner compared with all prior methods favorite methods of learning from pixels and you see that consistently curl outperforms the other methods for the tyranny and hierarchy not just an average but on essentially all of the individual tasks except for