To be sure, you need to sex them first. Posting pictures of your fish would be helpful. EB Rams are not more aggressive than typical Rams.
However, if both fish are chasing away other tankmates from a particular area, then they should have spawned. I'd suggest you try and look for the eggs. They will lay their eggs even in a depression on the substrate.
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