Before revision:  We empirically validate we can learn an idealized reward function with  .95 correlation with the ground truth reward versus only \sim 0.75 for prior work.
After revision:  We empirically validate we learn an idealized reward function with  .95 correlation with the ground truth reward versus only \sim 0.75 for prior work.