Yes, there was an agricultural revolution during the neolithic times. We have evidence this for the Southwest Asia aka Middle East, Asia around the Yangtze and Yellow rivers, South, Central and North Americas.

I am open to this hypothesis (conjecture?), it just lacks supportive evidence. On the other hand, we have ample evidence that agricultural revolution did not "turn people white" in the other regions.