There are no increases in row 1. You could put a stitch marker on the first stitch to mark the beginning of round. Then you'll knit 10sts, wrap&turn so that you're on the purl side, purl back on the same 10sts, past the marked stitch and purl 10 more stitches (20 purl sts), wrap&turn, knit 10sts which will bring you back to the marked stitch.
M1L and M1R in row 2 are the increases.
I've had my eye on this pattern for a blanket:
You can check the projects on the right or look at the tabs above the pictures for yarn ideas. It looks like Caron's Simply Soft has been used and that's a reasonable acrylic that's machine washable (a must for baby gifts).