I think you mean Long Island, NY. Rhode Island is something entirely different.
Unfortunately, I don't have a good answer to your question. The LIRR goes to within a mile or so of Sagamore HIll and of the Vanderbilt museum, but overall it looks generally inconvenient to go that way (and they're on different branches of the line, so getting from one to the other would require changing trains at Mineola).