I think just one night in Agra is enough, stay at Amarvilas, get there in the afternoon, watch the sun set on the Taj, get up early and see it in the morning with the tour guide and then have breakfast back at the hotel. I'd drive from Delhi to Agra and then drive to the next destination which should be Amanbagh.