Google DeepMind has used DeepRL to control advanced hardware, including a tokamak fusion device at the Swiss Plasma Center, and the LIGO Livingston observatory. I will present these successful control demonstrations, including discussing the interaction between AI scientists and domain experts. I will also discuss our continued efforts in the fusion space, including the intersection between simulation and control.