D Yankees Special Question

I was just curious about the D trains that terminate at 2nd Ave after Yankee games. Do these trains head back empty to Concourse after their route. Do they go out of service and continue into Brooklyn? Do they become F trains after 2nd Ave. Never found a straight answer.