Think you are looking for a coupler. Here is an example:
Dog Collars & Leashes: Sporn Double Dog Coupler You can find them all over though. If you doa search for dog leash coupler you can find several listed. I hav seen them for 2, 3, and 4 dogs. Ebay has some too.