I don’t know what’s included in batocera, but obviously, there’s a big difference between GBA and NES/SNES multiplayer.

NES/SNES multiplayer is one system with 2 controllers plugged in. To do multiplayer on GBA each player needed his own GBA, and you’d link those together.