In 1905, Robinson suffered a paralytic stroke that rendered him invalid for the rest of his life. To avoid the cold weather, he spent the next three winters in Florida. He died from a cerebral hemorrhage in St. Augustine, Florida on February 22, 1908. He was buried in Saint Anns Cemetery in Sayville.
