Empty blocks with no other transaction than the reward make the block smaller (regarding data storage), giving them a slight speed advantage when propagating the block.

The disadvantage is that they don't receive tx fees, which are often negligable (relative to the block reward), and the miner deems the loss as the opportunity cost for faster propagation.

In theory, the market will correct itself by encouraging higher fees on transactions, making it worth including transactions into the blocks again.