Tangmo,

On the track that has the midi file loaded in reaper you need to load a VSTi (virtual instrument) to play the file. You do that by adding it as an effect on that particular track.

That’s the way I do it here anyway. There are plenty of midi gurus on the forum that might have a better approach, I only use midi for piano (midi Supertracks).