YES

Advanced LIGO detected gravitational waves from two merging black holes on 14 September 2015.
And we already had really awesome evidence of their existence from binary pulsars.

Likely detections from Advanced LIGO so far:
GW150914, LVT151012, GW151226 and GW170104.
All would be from binary black hole coalescnences.