How far is the other room? You might want to try use a wireless keyboard connected to the recording computer. This will give you full control over the transport and many other functions. "*" will enable record on the transport and "r" will enable record on a selected audio track.

I have never tried using a second computer remote into another. I don't see why that would not work considering your laptop should have control over the desktop.