Training a robot only on human data is unlikely to enable direct execution of robot actions.

“embodied actor human but the issue with human data is that before your robot looks exactly like a human there's going to be some gap between human actions and the robot actions right so just by training a human data today it's not very likely you can just execute robot actions directly so you still need some amount of adaptation using robots own data right but the robots own data”