Reviewer # 1 1 Q1: the claim that the algorithm really manages to align the latent distributions of real and simulated data

Neural Information Processing Systems 

Q1: ...the claim that the algorithm really manages to align the latent distributions of real and simulated data... We will revise the inappropriate statements in the final version. Q2: In the model adaptation phase, are state-action pairs simply sampled randomly from their respective buffers? Do you have results for a single, monolithic model? Q4: Did you investigate the reasons for the slow learning in the 500 steps on InvertedPendulum compared to PETS? Q1: The experiments shown in Figure 2 do not outperform MBPO beyond the confidence bounds.