Yes, an increase in reflectivity would cool the planet down. But solar panels actually absorb a lot more than they reflect (they would have to). The ideal solar panel would be utterly black.

Ah, yes, that makes sense. The reflective cover they have made me think they reflected more than they absorbed (which, yes, doesn't make sense).