Covering a river rock patio

I have a river rock screened lanai. The river rock is old and looks terrible. We have pressure cleaned it many times. It is a very thin layer over a concrete slab. I would like to cover the river rock instead of removing it. Just to cut the cost and time involved. Anyone out there that has actually done this? I would appreciate any ideas or experiences! Help!
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