The game which taught me everything about Yugioh and dueling was a 5Ds DS game, Reverse of Arcadia to be exact. It followed the Dark Signer arc, and man was that shit badass. It's certainly different from the older generations, but it stays true to the concept of Shadow Duels, Ancient Games, all that jazz.