I'd be very surprised if we didn't start to hear calls for a tax on the robots.
But why? Income tax is supposed to support the infrastructure needed to maintain and protect all of our great stuff. The fact that robots did all the work doesn't negate the need for roads and wars and bank bailouts. I wonder, if we still had slavery, would slave owners be required to pay income tax for the income generated by their slaves?