Generally speaking, yes you can. However remember that this requires the fuel supply to be turned on during transit.
Also, some installation can be problematic because depending on your TV exhaust exit, the generator can draw in that hot air and overheat.
Seems like the most common practices for fifth wheels is to start the genset when your about an hour from your destination.
All depends on your comfort level and your installation and set up.