We have gotten REALLY close. I think the current world record is .0000006 degrees K, or 600 billionths of a degree Kelvin. (nanokelvins?) Though trying to get closer seems, well, pointless, there are some interesting phenomena that occur at those temperatures. (Helium flows uphill, for example)